From f03518d39fb2a806c417a1c7e73b703770f33416 Mon Sep 17 00:00:00 2001
From: Dan Suciu <suciu@cs.washington.edu>
Date: Sun, 28 Jan 2018 09:44:45 -0800
Subject: [PATCH] working files

---
 hw/hw3/hw3.md                                 | 954 ++++++++++++++++++
 hw/hw3/starter-code/.gitignore                |   9 +
 hw/hw3/starter-code/build.xml                 | 309 ++++++
 .../starter-code/lib/LICENSE.javassist.html   | 373 +++++++
 hw/hw3/starter-code/lib/LICENSE.jzlib.txt     |  29 +
 hw/hw3/starter-code/lib/LICENSE.mina.txt      | 177 ++++
 hw/hw3/starter-code/lib/LICENSE.slf4j.txt     |  28 +
 hw/hw3/starter-code/lib/README                |  60 ++
 hw/hw3/starter-code/lib/ant-contrib-1.0b3.jar | Bin 0 -> 224277 bytes
 .../starter-code/lib/javassist-3.16.1-GA.jar  | Bin 0 -> 665248 bytes
 hw/hw3/starter-code/lib/jline-0.9.94.jar      | Bin 0 -> 87325 bytes
 hw/hw3/starter-code/lib/junit-4.5.jar         | Bin 0 -> 198945 bytes
 hw/hw3/starter-code/lib/jzlib-1.0.7.jar       | Bin 0 -> 48521 bytes
 hw/hw3/starter-code/lib/log4j-1.2.17.jar      | Bin 0 -> 489883 bytes
 hw/hw3/starter-code/lib/mina-core-2.0.4.jar   | Bin 0 -> 644933 bytes
 .../lib/mina-filter-compression-2.0.4.jar     | Bin 0 -> 12683 bytes
 hw/hw3/starter-code/lib/slf4j-api-1.6.1.jar   | Bin 0 -> 25496 bytes
 .../starter-code/lib/slf4j-log4j12-1.6.1.jar  | Bin 0 -> 9753 bytes
 hw/hw3/starter-code/lib/zql.jar               | Bin 0 -> 60101 bytes
 .../src/java/simpledb/Aggregate.java          | 137 +++
 .../src/java/simpledb/Aggregator.java         |  85 ++
 .../src/java/simpledb/BufferPool.java         | 195 ++++
 .../src/java/simpledb/Catalog.java            | 163 +++
 .../src/java/simpledb/CostCard.java           |  14 +
 .../src/java/simpledb/Database.java           |  81 ++
 .../src/java/simpledb/DbException.java        |  12 +
 .../src/java/simpledb/DbFile.java             |  91 ++
 .../src/java/simpledb/DbFileIterator.java     |  40 +
 .../src/java/simpledb/DbIterator.java         |  56 +
 .../starter-code/src/java/simpledb/Debug.java |  54 +
 .../src/java/simpledb/Delete.java             |  68 ++
 .../starter-code/src/java/simpledb/Field.java |  40 +
 .../src/java/simpledb/Filter.java             |  74 ++
 .../src/java/simpledb/HeapFile.java           | 106 ++
 .../src/java/simpledb/HeapFileEncoder.java    | 226 +++++
 .../src/java/simpledb/HeapPage.java           | 303 ++++++
 .../src/java/simpledb/HeapPageId.java         |  70 ++
 .../src/java/simpledb/Insert.java             |  74 ++
 .../src/java/simpledb/IntField.java           |  86 ++
 .../src/java/simpledb/IntegerAggregator.java  |  54 +
 .../starter-code/src/java/simpledb/Join.java  | 108 ++
 .../src/java/simpledb/JoinOptimizer.java      | 557 ++++++++++
 .../src/java/simpledb/JoinPredicate.java      |  59 ++
 .../src/java/simpledb/LogFile.java            | 510 ++++++++++
 .../src/java/simpledb/LogicalFilterNode.java  |  35 +
 .../src/java/simpledb/LogicalJoinNode.java    |  79 ++
 .../src/java/simpledb/LogicalPlan.java        | 546 ++++++++++
 .../src/java/simpledb/LogicalScanNode.java    |  19 +
 .../java/simpledb/LogicalSelectListNode.java  |  19 +
 .../java/simpledb/LogicalSubplanJoinNode.java |  41 +
 .../src/java/simpledb/Operator.java           | 107 ++
 .../src/java/simpledb/OrderBy.java            | 123 +++
 .../starter-code/src/java/simpledb/Page.java  |  59 ++
 .../src/java/simpledb/PageId.java             |  36 +
 .../src/java/simpledb/Parser.java             | 754 ++++++++++++++
 .../src/java/simpledb/ParsingException.java   |  17 +
 .../src/java/simpledb/Permissions.java        |  26 +
 .../src/java/simpledb/PlanCache.java          |  50 +
 .../src/java/simpledb/Predicate.java          | 111 ++
 .../src/java/simpledb/Project.java            |  96 ++
 .../starter-code/src/java/simpledb/Query.java | 118 +++
 .../src/java/simpledb/RecordId.java           |  67 ++
 .../src/java/simpledb/SeqScan.java            | 109 ++
 .../src/java/simpledb/SimpleDb.java           |  99 ++
 .../src/java/simpledb/StringAggregator.java   |  44 +
 .../src/java/simpledb/StringField.java        | 115 +++
 .../src/java/simpledb/TableStats.java         | 162 +++
 .../src/java/simpledb/Transaction.java        |  69 ++
 .../simpledb/TransactionAbortedException.java |  11 +
 .../src/java/simpledb/TransactionId.java      |  31 +
 .../starter-code/src/java/simpledb/Tuple.java | 107 ++
 .../src/java/simpledb/TupleDesc.java          | 183 ++++
 .../src/java/simpledb/TupleIterator.java      |  60 ++
 .../starter-code/src/java/simpledb/Type.java  |  63 ++
 .../src/java/simpledb/Utility.java            | 157 +++
 .../test/simpledb/AggregateTest.java          | 186 ++++
 .../test/simpledb/CatalogTest.java            |  79 ++
 .../test/simpledb/FilterTest.java             | 130 +++
 .../test/simpledb/HeapFileReadTest.java       | 196 ++++
 .../test/simpledb/HeapPageIdTest.java         |  86 ++
 .../test/simpledb/HeapPageReadTest.java       | 129 +++
 .../test/simpledb/IntegerAggregatorTest.java  | 188 ++++
 .../test/simpledb/JoinPredicateTest.java      |  66 ++
 .../starter-code/test/simpledb/JoinTest.java  | 115 +++
 .../test/simpledb/PredicateTest.java          |  65 ++
 .../test/simpledb/RecordIdTest.java           |  72 ++
 .../test/simpledb/StringAggregatorTest.java   | 115 +++
 .../starter-code/test/simpledb/TestUtil.java  | 396 ++++++++
 .../test/simpledb/TupleDescTest.java          | 177 ++++
 .../starter-code/test/simpledb/TupleTest.java |  67 ++
 .../simpledb/systemtest/AggregateTest.java    | 120 +++
 .../test/simpledb/systemtest/FilterBase.java  |  85 ++
 .../test/simpledb/systemtest/FilterTest.java  |  29 +
 .../test/simpledb/systemtest/JoinTest.java    |  76 ++
 .../test/simpledb/systemtest/ScanTest.java    | 111 ++
 .../simpledb/systemtest/SimpleDbTestBase.java |  20 +
 .../simpledb/systemtest/SystemTestUtil.java   | 230 +++++
 97 files changed, 11453 insertions(+)
 create mode 100644 hw/hw3/hw3.md
 create mode 100644 hw/hw3/starter-code/.gitignore
 create mode 100644 hw/hw3/starter-code/build.xml
 create mode 100644 hw/hw3/starter-code/lib/LICENSE.javassist.html
 create mode 100644 hw/hw3/starter-code/lib/LICENSE.jzlib.txt
 create mode 100644 hw/hw3/starter-code/lib/LICENSE.mina.txt
 create mode 100644 hw/hw3/starter-code/lib/LICENSE.slf4j.txt
 create mode 100644 hw/hw3/starter-code/lib/README
 create mode 100644 hw/hw3/starter-code/lib/ant-contrib-1.0b3.jar
 create mode 100644 hw/hw3/starter-code/lib/javassist-3.16.1-GA.jar
 create mode 100644 hw/hw3/starter-code/lib/jline-0.9.94.jar
 create mode 100644 hw/hw3/starter-code/lib/junit-4.5.jar
 create mode 100644 hw/hw3/starter-code/lib/jzlib-1.0.7.jar
 create mode 100644 hw/hw3/starter-code/lib/log4j-1.2.17.jar
 create mode 100644 hw/hw3/starter-code/lib/mina-core-2.0.4.jar
 create mode 100644 hw/hw3/starter-code/lib/mina-filter-compression-2.0.4.jar
 create mode 100644 hw/hw3/starter-code/lib/slf4j-api-1.6.1.jar
 create mode 100644 hw/hw3/starter-code/lib/slf4j-log4j12-1.6.1.jar
 create mode 100644 hw/hw3/starter-code/lib/zql.jar
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Aggregate.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Aggregator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/BufferPool.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Catalog.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/CostCard.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Database.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/DbException.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/DbFile.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/DbFileIterator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/DbIterator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Debug.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Delete.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Field.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Filter.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/HeapFile.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/HeapFileEncoder.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/HeapPage.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/HeapPageId.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Insert.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/IntField.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/IntegerAggregator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Join.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/JoinOptimizer.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/JoinPredicate.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogFile.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalFilterNode.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalJoinNode.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalPlan.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalScanNode.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalSelectListNode.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/LogicalSubplanJoinNode.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Operator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/OrderBy.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Page.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/PageId.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Parser.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/ParsingException.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Permissions.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/PlanCache.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Predicate.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Project.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Query.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/RecordId.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/SeqScan.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/SimpleDb.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/StringAggregator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/StringField.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/TableStats.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Transaction.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/TransactionAbortedException.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/TransactionId.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Tuple.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/TupleDesc.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/TupleIterator.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Type.java
 create mode 100644 hw/hw3/starter-code/src/java/simpledb/Utility.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/AggregateTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/CatalogTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/FilterTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/HeapFileReadTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/HeapPageIdTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/HeapPageReadTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/IntegerAggregatorTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/JoinPredicateTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/JoinTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/PredicateTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/RecordIdTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/StringAggregatorTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/TestUtil.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/TupleDescTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/TupleTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/AggregateTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/FilterBase.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/FilterTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/JoinTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/ScanTest.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/SimpleDbTestBase.java
 create mode 100644 hw/hw3/starter-code/test/simpledb/systemtest/SystemTestUtil.java

diff --git a/hw/hw3/hw3.md b/hw/hw3/hw3.md
new file mode 100644
index 0000000..0f24a8d
--- /dev/null
+++ b/hw/hw3/hw3.md
@@ -0,0 +1,954 @@
+CSE 544 Homework 3: SimpleDB
+============================
+
+**Objectives:**
+
+To get experience implementing the internals of a DBMS.
+
+**Assignment tools:**
+
+apache ant and your favorite code editor
+
+**Assigned date:** Jan 28, 2018
+
+**Due date:** Feb. 16, 2018
+
+**What to turn in:**
+
+See below.
+
+**Starter code:**
+
+In your `hw/hw3/starter-code` folder
+
+Acknowledgement
+---------------
+
+This assignment comes from Prof. Sam Madden's 6.830 class at MIT.
+
+The full series of SimpleDB assignments includes what we will do in this
+homework, which is to build the basic functionality for query
+processing. It also includes transactions and query optimization, which
+we will NOT do.
+
+We also use this series of assignments in [CSE
+444](http://courses.cs.washington.edu/courses/cse444/). We have
+contributed bug fixes and an extra lab to SimpleDB. The lab that we
+added involves building a parallel, shared-nothing version of SimpleDB.
+We invite you to take a look at the CSE 444 course webpage to see what
+all the SimpleDB labs are about.
+
+
+Assignment goal
+---------------
+
+In this assignment, you will write a basic database management system
+called SimpleDB. First, you will implement the core modules required to
+access stored data on disk. You will then write a set of operators for
+SimpleDB to implement selections, joins, and aggregates. The end result
+is a database system that can perform simple queries over multiple
+tables. We will not ask you to add transactions, locking, and concurrent
+queries because we do not have time to do the full project in 544.
+However, we invite you to think how you would add such functionality
+into the system.
+
+SimpleDB is written in Java. We have provided you with a set of mostly
+unimplemented classes and interfaces. You will need to write the code
+for these classes. We will grade your code by running a set of system
+tests written using [JUnit](http://www.junit.org/). We have also
+provided a number of unit tests, which we will not use for grading but
+that you may find useful in verifying that your code works. Note that
+the unit tests we provide are to help guide your implementation along,
+but they are not intended to be comprehensive or to establish
+correctness.
+
+The remainder of this document describes the basic architecture of
+SimpleDB, gives some suggestions about how to start coding, and
+discusses how to hand in your assignment.
+
+We **strongly recommend** that you start as early as possible on this
+assignment. It requires you to write a fair amount of code!
+
+0. Find bugs, be patient, earn candy bars
+-----------------------------------------
+
+SimpleDB is a relatively complex piece of code. It is very possible you
+are going to find bugs, inconsistencies, and bad, outdated, or incorrect
+documentation, etc.
+
+We ask you, therefore, to do this assignment with an adventurous
+mindset. Don't get mad if something is not clear, or even wrong; rather,
+try to figure it out yourself or send us a friendly email. We promise to
+help out by posting bug fixes, new tarballs, etc., as bugs and issues
+are reported.
+
+1. Getting started
+------------------
+
+These instructions are written for any Unix-based platform (e.g., Linux,
+MacOS, etc.). Because the code is written in Java, it should work under
+Windows as well, though the directions in this document may not apply.
+
+We have included Section 1.2 on using the project with Eclipse and Intellij. Using
+those IDEs is recommended, especially if you are on Windows.
+
+Pull the latest changes from upstream to your local master branch 
+(the upstream is the one you added in 
+[hw1](https://gitlab.cs.washington.edu/suciu/cse544-2018wi/blob/master/hw/hw1/hw1.md))
+
+```bash
+$ git pull upstream master
+```
+
+SimpleDB uses the [Ant build tool](http://ant.apache.org/) to compile
+the code and run tests. Ant is similar to
+[make](http://www.gnu.org/software/make/manual/), but the build file is
+written in XML and is somewhat better suited to Java code. Most modern
+Linux distributions include Ant.
+
+To help you during development, we have provided a set of unit tests in
+addition to the end-to-end tests that we use for grading. These are by
+no means comprehensive, and you should not rely on them exclusively to
+verify the correctness of your project.
+
+To run the unit tests use the test build target:
+
+```bash
+$ cd hw/hw3/starter-code
+$ # run all unit tests
+$ ant test
+$ # run a specific unit test
+$ ant runtest -Dtest=TupleTest
+```
+
+You should see output similar to:
+
+```bash
+# build output...
+
+test:
+  [junit] Running simpledb.TupleTest
+  [junit] Testsuite: simpledb.TupleTest
+  [junit] Tests run: 3, Failures: 0, Errors: 3, Time elapsed: 0.036 sec
+  [junit] Tests run: 3, Failures: 0, Errors: 3, Time elapsed: 0.036 sec
+
+# ... stack traces and error reports ...
+```
+
+The output above indicates that three errors occurred during
+compilation; this is because the code we have given you doesn't yet
+work. As you complete parts of the assignment, you will work towards
+passing additional unit tests. If you wish to write new unit tests as
+you code, they should be added to the test/simpledb directory.
+
+For more details about how to use Ant, see the
+[manual](http://ant.apache.org/manual/). The [Running
+Ant](http://ant.apache.org/manual/running.html) section provides details
+about using the ant command. However, the quick reference table below
+should be sufficient for working on the assignments.
+
+  - `ant`                              Build the default target (for simpledb, this is dist).
+  - `ant eclipse`                      Make the project an Eclipse project.
+  - `ant -projecthelp`                 List all the targets in `build.xml` with descriptions.
+  - `ant dist`                         Compile the code in src and package it in `dist/simpledb.jar`.
+  - `ant test`                         Compile and run all the unit tests.
+  - `ant runtest -Dtest=testname`      Run the unit test named `testname`.
+  - `ant systemtest`                   Compile and run all the system tests.
+  - `ant runsystest -Dtest=testname`   Compile and run the system test named `testname`.
+
+### 1.1. Running end-to-end tests
+
+We have also provided a set of end-to-end tests that will eventually be
+used for grading. These tests are structured as JUnit tests that live in
+the test/simpledb/systemtest directory. To run all the system tests, use
+the systemtest build target:
+
+```bash
+$ ant systemtest
+
+# ... build output ...
+
+systemtest:
+
+[junit] Running simpledb.systemtest.ScanTest
+  [junit] Testsuite: simpledb.systemtest.ScanTest
+  [junit] Tests run: 3, Failures: 0, Errors: 3, Time elapsed: 0.237 sec
+  [junit] Tests run: 3, Failures: 0, Errors: 3, Time elapsed: 0.237 sec
+  [junit]
+  [junit] Testcase: testSmall took 0.017 sec
+  [junit]   Caused an ERROR
+  [junit] implement this
+  [junit] java.lang.UnsupportedOperationException: implement this
+  [junit]   at simpledb.HeapFile.id(HeapFile.java:46)
+  [junit]   at simpledb.systemtest.SystemTestUtil.matchTuples(SystemTestUtil.java:90)
+  [junit]   at simpledb.systemtest.SystemTestUtil.matchTuples(SystemTestUtil.java:83)
+  [junit]   at simpledb.systemtest.ScanTest.validateScan(ScanTest.java:30)
+  [junit]   at simpledb.systemtest.ScanTest.testSmall(ScanTest.java:41)
+
+# ... more error messages ...
+```
+
+This indicates that this test failed, showing the stack trace where the
+error was detected. To debug, start by reading the source code where the
+error occurred. When the tests pass, you will see something like the
+following:
+
+```bash
+$ ant systemtest
+
+# ... build output ...
+
+    [junit] Testsuite: simpledb.systemtest.ScanTest
+    [junit] Tests run: 3, Failures: 0, Errors: 0, Time elapsed: 7.278 sec
+    [junit] Tests run: 3, Failures: 0, Errors: 0, Time elapsed: 7.278 sec
+    [junit]
+    [junit] Testcase: testSmall took 0.937 sec
+    [junit] Testcase: testLarge took 5.276 sec
+    [junit] Testcase: testRandom took 1.049 sec
+
+BUILD SUCCESSFUL
+Total time: 52 seconds
+```
+
+### 1.1.1 Creating dummy tables
+
+It is likely you'll want to create your own tests and your own data
+tables to test your own implementation of SimpleDB. You can create any
+.txt file and convert it to a .dat file in SimpleDB's HeapFile format
+using the command:
+
+```bash
+$ ant dist
+
+$ java -jar dist/simpledb.jar convert file.txt N
+```
+
+where file.txt is the name of the file and N is the number of columns in
+the file. Notice that file.txt has to be in the following format:
+
+```
+int1,int2,...,intN
+int1,int2,...,intNint1,int2,...,intN
+int1,int2,...,intN
+```
+
+...where each intN is a non-negative integer.
+
+To view the contents of a table, use the print command. Note that this
+command will not work until later in the assignment:
+
+```bash
+$ java -jar dist/simpledb.jar print file.dat N
+```
+
+where file.dat is the name of a table created with the convert command,
+and N is the number of columns in the file.
+
+### 1.1.2 Debugging
+
+You can get some debug messages printed out while running tests if you
+add
+
+    -Dsimpledb.Debug
+
+as one of the arguments to the Java VM.
+
+
+### 1.2. Working in Eclipse and Intellij(Optional)
+
+IDEs like [Eclipse](http://www.eclipse.org/) or [Intellij](https://www.jetbrains.com/idea/)
+is a graphical software development
+environment that you might be more comfortable with working in.
+
+**Setting the Assignment Up in Eclipse**
+
+-   `cd hw/hw3/starter-code` and then run `ant eclipse`
+-   With Eclipse running, select File-\>Open Projects from File System
+    (or File-\>Import, select "Existing Projects into Workspace" under "General")
+-   Select the starter-code folder. It should contain build.xml.
+-   Click Finish, and you should be able to see "simpledb" as a new project
+    in the Project Explorer tab on the left-hand side of your screen (if
+    you just installed Eclipse, make sure to close the "Welcome"
+    window). Opening this project reveals the directory structure
+    discussed above - implementation code can be found in "src," and
+    unit tests and system tests found in "test."
+
+**Setting the Assignment Up in Intellij**
+
+-   `cd hw/hw3/starter-code` and then run `ant eclipse` (The TA is too lazy to
+    create a separate ant target for Intellij, so we are just going to import
+    the Eclipse project into the Intellij)
+-   Open Intellij, and select "Import Project" if you are in the startup panel,
+    or go to File-\>New-\>Project from Existing Sources
+-   Select the starter-code folder then hit "OK"
+-   On the first prompt window, make sure "Eclipse" is selected
+-   Hit "Next" until no more prompt windows showing up. Leave all the suggested
+    options as-is
+
+**Running Individual Unit and System Tests**
+
+To run a unit test or system test (both are JUnit tests, and can be
+initialized the same way), go to the Package Explorer tab on the left
+side of your screen. In your IDE, open the "test" directory.
+Unit tests are found in the "simpledb" package, and system tests are
+found in the "simpledb.systemtests" package. To run one of these tests,
+select the test (they are all called `\*Test.java` - don't select
+`TestUtil.java` or `SystemTestUtil.java`), right click on it, in Eclipse,
+select "Run As," and select "JUnit Test." In Intellij, simply select the
+"Run '...Test.java'" option. This will bring up a JUnit tab, which will
+tell you the status of the individual tests within the JUnit test suite,
+and will show you exceptions and other errors that will help you debug
+problems.
+
+**Running Ant Build Targets**
+
+If you want to run commands such as `ant test` or `ant systemtest`,
+-   In Eclipse:
+      - right click on build.xml in the Package Explorer. 
+      - Select "Run As" and then "Ant Build..." (note: select the option with the ellipsis (...),
+        otherwise you won't be presented with a set of build targets to run).
+      - Then, in the "Targets" tab of the next screen, check off the targets you
+        want to run (probably "dist" and one of "test" or "systemtest"). This
+        should run the build targets and show you the results in Eclipse's
+        console window.
+-   In Intellij:
+      - right click on build.xml in the Package Explorer.
+      - Select "Add as Ant Build File"
+      - Now you should be able to see the available commands on the Ant Build panel
+
+
+### 1.3. Implementation hints
+
+Before beginning to write code, we **strongly encourage** you to read
+through this entire document to get a feel for the high-level design of
+SimpleDB.
+
+You will need to fill in any piece of code that is not implemented. It
+will be obvious where we think you should write code. You may need to
+add private methods and/or helper classes. You may change APIs, but make
+sure our grading tests still run and make sure to mention, explain, and
+defend your decisions in your writeup.
+
+In addition to the methods that you need to fill out for this
+assignment, the class interfaces contain numerous methods that you need
+not implement in this assignment. These will either be indicated per
+class:
+
+```java
+// Not necessary for this assignment
+public class Insert implements DbIterator {
+```
+
+or per method:
+
+```java
+public boolean deleteTuple(Tuple t) throws DbException {
+
+  // Not necessary for this assignment
+  return false;
+}
+```
+
+The code that you submit should compile without having to modify these
+methods.
+
+We suggest exercises along this document to guide your implementation,
+but you may find that a different order makes more sense for you. Here's
+a rough outline of one way you might proceed with your SimpleDB
+implementation:
+
+-   Implement the classes to manage tuples, namely `Tuple`, `TupleDesc`. We
+    have already implemented `Field`, `IntField`, `StringField`, and `Type` for
+    you. Since you only need to support integer and (fixed length)
+    string fields and fixed length tuples, these are straightforward.
+-   Implement the `Catalog` (this should be very simple).
+-   Implement the `BufferPool` constructor and the `getPage()` method.
+-   Implement the access methods, `HeapPage` and `HeapFile` and associated
+    ID classes. A good portion of these files has already been written
+    for you.
+-   Implement the operator `SeqScan`.
+-   At this point, you should be able to pass the `ScanTest system test`.
+-   Implement the operators `Filter` and `Join` and verify
+    that their corresponding tests work. The Javadoc comments for these
+    operators contain details about how they should work. We have given
+    you implementations of `Project` and `OrderBy` which
+    may help you understand how other operators work.
+-   (Extra credit) Implement `IntAggregator` and
+    `StringAggregator`. Here, you will write the logic that
+    actually computes an aggregate over a particular field across
+    multiple groups in a sequence of input tuples. Use integer division
+    for computing the average, since SimpleDB only supports integers.
+    `StringAggegator` only needs to support the `COUNT` aggregate, since the
+    other operations do not make sense for strings.
+-   (Extra credit) Implement the `Aggregate` operator. As with
+    other operators, aggregates implement the `DbIterator`
+    interface so that they can be placed in SimpleDB query plans. Note
+    that the output of an `Aggregate` operator is an aggregate
+    value of an entire group for each call to `next()`, and that
+    the aggregate constructor takes the aggregation and grouping fields.
+-   (Extra credit) Use thre provided parse to run some queries, and
+    report your query execution times.
+
+At this point you should be able to pass all of the tests in the ant
+`systemtest` target, which is the goal of this homework. Section
+2 below walks you through these implementation steps and the unit tests
+corresponding to each one in more detail.
+
+### 1.4. Transactions, locking, and recovery
+
+As you look through the interfaces that we have provided you, you will
+see a number of references to locking, transactions, and recovery. You
+do not need to support these features. We will not be implementing this
+part of SimpleDB in 544. The test code we have provided you with
+generates a fake transaction ID that is passed into the operators of the
+query it runs; you should pass this transaction ID into other operators
+and the buffer pool.
+
+2. SimpleDB Architecture and Implementation Guide
+-------------------------------------------------
+
+SimpleDB consists of:
+
+-   Classes that represent fields, tuples, and tuple schemas;
+-   Classes that apply predicates and conditions to tuples;
+-   One or more access methods (e.g., heap files) that store relations
+    on disk and provide a way to iterate through tuples of those
+    relations;
+-   A collection of operator classes (e.g., select, join, insert,
+    delete, etc.) that process tuples;
+-   A buffer pool that caches active tuples and pages in memory and
+    handles concurrency control and transactions (neither of which you
+    need to worry about for this homework); and,
+-   A catalog that stores information about available tables and their
+    schemas.
+
+SimpleDB does not include many things that you may think of as being a
+part of a "database." In particular, SimpleDB does not have:
+
+-   A SQL front end or parser that allows you to type queries directly
+    into SimpleDB. Instead, queries are built up by chaining a set of
+    operators together into a hand-built query plan (see [Section
+    2.7](#query_walkthrough)). We will provide a simple parser for use
+    if you like to work on the extra credit problems (see below).
+-   Views.
+-   Data types except integers and fixed length strings.
+-   Query optimizer.
+-   Indices.
+
+In the rest of this Section, we describe each of the main components of
+SimpleDB that you will need to implement in this homework. You should
+use the exercises in this discussion to guide your implementation. This
+document is by no means a complete specification for SimpleDB; you will
+need to make decisions about how to design and implement various parts
+of the system.
+
+### 2.1. The Database Class
+
+The Database class provides access to a collection of static objects
+that are the global state of the database. In particular, this includes
+methods to access the catalog (the list of all the tables in the
+database), the buffer pool (the collection of database file pages that
+are currently resident in memory), and the log file. You will not need
+to worry about the log file in this homework. We have implemented the
+Database class for you. You should take a look at this file as you will
+need to access these objects.
+
+### 2.2. Fields and Tuples
+
+Tuples in SimpleDB are quite basic. They consist of a collection of
+`Field` objects, one per field in the `Tuple`. `Field` is an interface
+that different data types (e.g., integer, string) implement. `Tuple`
+objects are created by the underlying access methods (e.g., heap files,
+or B-trees), as described in the next section. Tuples also have a type
+(or schema), called a *tuple descriptor*, represented by a `TupleDesc`
+object. This object consists of a collection of `Type` objects, one per
+field in the tuple, each of which describes the type of the
+corresponding field.
+
+**Exercise 1.** Implement the skeleton methods in:
+
+-   `src/java/simpledb/TupleDesc.java`
+-   `src/java/simpledb/Tuple.java`
+
+At this point, your code should pass the unit tests `TupleTest` and
+`TupleDescTest`. At this point, `modifyRecordId()` should fail because you
+havn't implemented it yet.
+
+### 2.3. Catalog
+
+The catalog (class `Catalog` in SimpleDB) consists of a list of the
+tables and schemas of the tables that are currently in the database. You
+will need to support the ability to add a new table, as well as getting
+information about a particular table. Associated with each table is a
+`TupleDesc` object that allows operators to determine the types and
+number of fields in a table.
+
+The global catalog is a single instance of `Catalog` that is allocated
+for the entire SimpleDB process. The global catalog can be retrieved via
+the method `Database.getCatalog()`, and the same goes for the global
+buffer pool (using `Database.getBufferPool()`).
+
+**Exercise 2.** Implement the skeleton methods in:
+
+-   `src/java/simpledb/Catalog.java`
+
+At this point, your code should pass the unit tests in `CatalogTest`.
+
+### 2.4. BufferPool
+
+The buffer pool (class `BufferPool` in SimpleDB) is responsible for
+caching pages in memory that have been recently read from disk. All
+operators read and write pages from various files on disk through the
+buffer pool. It consists of a fixed number of pages, defined by the
+`numPages` parameter to the `BufferPool` constructor. For this homework,
+implement the constructor and the `BufferPool.getPage()` method used by
+the `SeqScan` operator. The BufferPool should store up to `numPages`
+pages. If more than `numPages` requests are made for different pages,
+then instead of implementing an eviction policy, you may throw a
+`DbException`.
+
+The `Database` class provides a static method,
+`Database.getBufferPool()`, that returns a reference to the single
+BufferPool instance for the entire SimpleDB process.
+
+**Exercise 3.** Implement the `getPage()` method in:
+
+-   `src/java/simpledb/BufferPool.java`
+
+We have not provided unit tests for BufferPool. The functionality you
+implemented will be tested in the implementation of HeapFile below. You
+should use the `DbFile.readPage` method to access pages of a DbFile.
+
+### 2.5. HeapFile access method
+
+Access methods provide a way to read or write data from disk that is
+arranged in a specific way. Common access methods include heap files
+(unsorted files of tuples) and B-trees; for this assignment, you will
+only implement a heap file access method, and we have written some of
+the code for you.
+
+A `HeapFile` object is arranged into a set of pages, each of which
+consists of a fixed number of bytes for storing tuples, (defined by the
+constant `BufferPool.PAGE_SIZE`), including a header. In SimpleDB, there
+is one `HeapFile` object for each table in the database. Each page in a
+`HeapFile` is arranged as a set of slots, each of which can hold one
+tuple (tuples for a given table in SimpleDB are all of the same size).
+In addition to these slots, each page has a header that consists of a
+bitmap with one bit per tuple slot. If the bit corresponding to a
+particular tuple is 1, it indicates that the tuple is valid; if it is 0,
+the tuple is invalid (e.g., has been deleted or was never initialized.)
+Pages of `HeapFile` objects are of type `HeapPage` which implements the
+`Page` interface. Pages are stored in the buffer pool but are read and
+written by the `HeapFile` class.
+
+SimpleDB stores heap files on disk in more or less the same format they
+are stored in memory. Each file consists of page data arranged
+consecutively on disk. Each page consists of one or more bytes
+representing the header, followed by the
+`BufferPool.PAGE_SIZE - # header bytes ` bytes of actual page content.
+Each tuple requires *tuple size* \* 8 bits for its content and 1 bit for
+the header. Thus, the number of tuples that can fit in a single page is:
+
+`     tupsPerPage = floor((BufferPool.PAGE_SIZE * 8) / (tuple size * 8 + 1))`
+
+Where *tuple size* is the size of a tuple in the page in bytes. The idea
+here is that each tuple requires one additional bit of storage in the
+header. We compute the number of bits in a page (by mulitplying
+`PAGE_SIZE` by 8), and divide this quantity by the number of bits in a
+tuple (including this extra header bit) to get the number of tuples per
+page. The floor operation rounds down to the nearest integer number of
+tuples (we don't want to store partial tuples on a page!)
+
+Once we know the number of tuples per page, the number of bytes required
+to store the header is simply:
+
+`      headerBytes = ceiling(tupsPerPage/8)`
+
+The ceiling operation rounds up to the nearest integer number of bytes
+(we never store less than a full byte of header information.)
+
+The low (least significant) bits of each byte represents the status of
+the slots that are earlier in the file. Hence, the lowest bit of the
+first byte represents whether or not the first slot in the page is in
+use. Also, note that the high-order bits of the last byte may not
+correspond to a slot that is actually in the file, since the number of
+slots may not be a multiple of 8. Also note that all Java virtual
+machines are [big-endian](http://en.wikipedia.org/wiki/Endianness).
+
+**Exercise 4.** Implement the skeleton methods in:
+
+-   `src/java/simpledb/HeapPageId.java`
+-   `src/java/simpledb/RecordId.java`
+-   `src/java/simpledb/HeapPage.java`
+
+Although you will not use them directly in this lab, we ask you to
+implement `getNumEmptySlots()` and `isSlotUsed()` in `HeapPage`. These
+require pushing around bits in the page header. You may find it helpful
+to look at the other methods that have been provided in `HeapPage` or in
+`src/java/simpledb/HeapFileEncoder.java` to understand the layout of
+pages.
+
+You will also need to implement an Iterator over the tuples in the page,
+which may involve an auxiliary class or data structure.
+
+At this point, your code should pass the unit tests in `HeapPageIdTest`,
+`RecordIdTest`, and `HeapPageReadTest`.
+
+After you have implemented `HeapPage`, you will write methods for
+`HeapFile` in this homework to calculate the number of pages in a file
+and to read a page from the file. You will then be able to fetch tuples
+from a file stored on disk.
+
+**Exercise 5.** Implement the skeleton methods in:
+
+-   `src/java/simpledb/HeapFile.java`
+
+To read a page from disk, you will first need to calculate the correct
+offset in the file. Hint: you will need random access to the file in
+order to read and write pages at arbitrary offsets. You should not call
+BufferPool methods when reading a page from disk.
+
+You will also need to implement the `HeapFile.iterator()` method, which
+should iterate through through the tuples of each page in the HeapFile.
+The iterator must use the `BufferPool.getPage()` method to access pages
+in the `HeapFile`. This method loads the page into the buffer pool. Do
+not load the entire table into memory on the `open()` call -- this will
+cause an out of memory error for very large tables.
+
+At this point, your code should pass the unit tests in `HeapFileReadTest`.
+
+### 2.6. Operators
+
+Operators are responsible for the actual execution of the query plan.
+They implement the operations of the relational algebra. In SimpleDB,
+operators are iterator based; each operator implements the `DbIterator`
+interface.
+
+Operators are connected together into a plan by passing lower-level
+operators into the constructors of higher-level operators, i.e., by
+'chaining them together.' Special access method operators at the leaves
+of the plan are responsible for reading data from the disk (and hence do
+not have any operators below them).
+
+At the top of the plan, the program interacting with SimpleDB simply
+calls `getNext` on the root operator; this operator then calls `getNext`
+on its children, and so on, until these leaf operators are called. They
+fetch tuples from disk and pass them up the tree (as return arguments to
+`getNext`); tuples propagate up the plan in this way until they are
+output at the root or combined or rejected by another operator in the
+plan.
+
+#### 2.6.1. Scan
+
+**Exercise 6.** Implement the skeleton methods in:
+
+-   `src/java/simpledb/SeqScan.java`
+
+This operator sequentially scans all of the tuples from the pages of the
+table specified by the `tableid` in the constructor. This operator
+should access tuples through the `DbFile.iterator()` method.
+
+At this point, you should be able to complete the `ScanTest` system test.
+Good work!
+
+#### 2.6.2. Filter and Join
+
+Recall that SimpleDB DbIterator classes implement the operations of the
+relational algebra. You will now implement two operators that will
+enable you to perform queries that are slightly more interesting than a
+table scan.
+
+-   *Filter*: This operator only returns tuples that satisfy a
+    `Predicate` that is specified as part of its constructor. Hence, it
+    filters out any tuples that do not match the predicate.
+-   *Join*: This operator joins tuples from its two children according
+    to a `JoinPredicate` that is passed in as part of its constructor.
+    We only require a simple nested loops join, but you may explore more
+    interesting join implementations. Describe your implementation in
+    your writeup.
+
+**Exercise 7.** Implement the skeleton methods in:
+
+-   `src/simpledb/Predicate.java`
+-   `src/simpledb/JoinPredicate.java`
+-   `src/simpledb/Filter.java`
+-   `src/simpledb/Join.java`
+
+At this point, your code should pass the unit tests in `PredicateTest`,
+`JoinPredicateTest`, `FilterTest`, and `JoinTest`. Furthermore, you should be
+able to pass the system tests `FilterTest` and `JoinTest`.
+
+#### 2.6.3. Aggregates (EXTRA CREDIT)
+
+**All the materials in this section is optional and will count only as
+extra credit.**
+
+An additional SimpleDB operator implements basic SQL aggregates with a
+`GROUP BY` clause. You should implement the five SQL aggregates
+(`COUNT`, `SUM`, `AVG`, `MIN`, `MAX`) and support grouping. You only
+need to support aggregates over a single field, and grouping by a single
+field.
+
+In order to calculate aggregates, we use an `Aggregator` interface which
+merges a new tuple into the existing calculation of an aggregate. The
+`Aggregator` is told during construction what operation it should use
+for aggregation. Subsequently, the client code should call
+`Aggregator.mergeTupleIntoGroup()` for every tuple in the child
+iterator. After all tuples have been merged, the client can retrieve a
+DbIterator of aggregation results. Each tuple in the result is a pair of
+the form `(groupValue, aggregateValue)`, unless the value of the group
+by field was `Aggregator.NO_GROUPING`, in which case the result is a
+single tuple of the form `(aggregateValue)`.
+
+Note that this implementation requires space linear in the number of
+distinct groups. For the purposes of this homework, you do not need to
+worry about the situation where the number of groups exceeds available
+memory.
+
+**Exercise 8.** Implement the skeleton methods in:
+
+-   `src/simpledb/IntegerAggregator.java`
+-   `src/simpledb/StringAggregator.java`
+-   `src/simpledb/Aggregate.java`
+
+At this point, your code should pass the unit tests
+`IntegerAggregatorTest`, `StringAggregatorTest`, and `AggregateTest`.
+Furthermore, you should be able to pass the `AggregateTest` system test.
+
+### 2.7. Query Parser and Contest (EXTRA CREDIT)
+
+**All the materials in this section is optional and will count only as
+extra credit.**
+
+We've provided you with a query parser for SimpleDB that you can use to
+write and run SQL queries against your database once you have completed
+the exercises in this homework.
+
+The first step is to create some data tables and a catalog. Suppose you
+have a file `data.txt` with the following contents:
+
+    1,10
+    2,20
+    3,30
+    4,40
+    5,50
+    5,50
+
+You can convert this into a SimpleDB table using the `convert` command
+(make sure to type `ant` first!):
+
+    java -jar dist/simpledb.jar convert data.txt 2 "int,int"
+
+This creates a file `data.dat`. In addition to the table's raw data, the
+two additional parameters specify that each record has two fields and
+that their types are `int` and `int`.
+
+Next, create a catalog file, `catalog.txt`, with the follow contents:
+
+    data (f1 int, f2 int)
+
+This tells SimpleDB that there is one table, `data` (stored in
+`data.dat`) with two integer fields named `f1` and `f2`.
+
+Finally, invoke the parser. You must run java from the command line (ant
+doesn't work properly with interactive targets.) From the `simpledb/`
+directory, type:
+
+    java -jar dist/simpledb.jar parser catalog.txt
+
+You should see output like:
+
+    Added table : data with schema INT(f1), INT(f2),
+    SimpleDB>
+
+Finally, you can run a query:
+
+    SimpleDB> select d.f1, d.f2 from data d;
+    Started a new transaction tid = 1221852405823
+     ADDING TABLE d(data) TO tableMap
+         TABLE HAS  tupleDesc INT(d.f1), INT(d.f2),
+    1       10
+    2       20
+    3       30
+    4       40
+    5       50
+    5       50
+
+     6 rows.
+    ----------------
+    0.16 seconds
+
+    SimpleDB>
+
+The parser is relatively full featured (including support for SELECTs,
+INSERTs, DELETEs, and transactions), but does have some problems and
+does not necessarily report completely informative error messages. Here
+are some limitations to bear in mind:
+
+-   You must preface every field name with its table name, even if the
+    field name is unique (you can use table name aliases, as in the
+    example above, but you cannot use the AS keyword.)
+-   Nested queries are supported in the WHERE clause, but not the FROM
+    clause.
+-   No arithmetic expressions are supported (for example, you can't take
+    the sum of two fields.)
+-   At most one GROUP BY and one aggregate column are allowed.
+-   Set-oriented operators like IN, UNION, and EXCEPT are not allowed.
+-   Only AND expressions in the WHERE clause are allowed.
+-   UPDATE expressions are not supported.
+-   The string operator LIKE is allowed, but must be written out fully
+    (that is, the Postgres tilde [\~] shorthand is not allowed.)
+
+**Exercise 9: Please execute the three queries below using your SimpleDB
+prototype and report the times in your homework write-up.**
+
+We have built a SimpleDB-encoded version of the DBLP database; the
+needed files are located at:
+[http://www.cs.washington.edu/education/courses/cse544/15au/hw/hw2/dblp\_data.tar.gz](http://www.cs.washington.edu/education/courses/cse544/15au/hw/hw2/dblp_data.tar.gz)
+
+You should download the file and unpack it. It will create four files in
+the `dblp_data` directory. Move them into the `simpledb` directory. The
+following commands will acomplish this, if you run them from the
+`simpledb` directory:
+
+```bash
+    $ wget http://www.cs.washington.edu/education/courses/cse544/15au/hw/hw2/dblp_data.tar.gz
+    $ tar xvzf dblp_data.tar.gz
+    $ mv dblp_data/* .
+    $ rm -r dblp_data.tar.gz dblp_data
+```
+
+You can then run the parser with:
+```bash
+    $ java -jar dist/simpledb.jar parser dblp_simpledb.schema
+```
+We will start a thread on the course message board inviting anyone
+interested to post their runtimes for the following three queries
+(please run the queries on a lab machine and indicate which one you used
+so it becomes easier to compare runtimes). The contest is just for fun.
+It will not affect your grade:
+
+1. 
+
+    SELECT p.title
+    FROM papers p
+    WHERE p.title LIKE 'selectivity';
+
+2. 
+
+    SELECT p.title, v.name
+    FROM papers p, authors a, paperauths pa, venues v
+    WHERE a.name = 'E. F. Codd'
+    AND pa.authorid = a.id
+    AND pa.paperid = p.id
+    AND p.venueid = v.id;
+
+3.  
+
+    SELECT a2.name, count(p.id)
+    FROM papers p, authors a1, authors a2, paperauths pa1, paperauths pa2
+    WHERE a1.name = 'Michael Stonebraker'
+    AND pa1.authorid = a1.id
+    AND pa1.paperid = p.id
+    AND pa2.authorid = a2.id
+    AND pa1.paperid = pa2.paperid
+    GROUP BY a2.name
+    ORDER BY a2.name;
+
+
+Note that each query will print out its runtime after it executes.
+
+You may wish to create optimized implementations of some of the
+operators; in particular, a fast join operator (e.g., not nested loops)
+will be essential for good performance on queries 2 and 3.
+
+There is currently no optimizer in the parser, so the queries above have
+been written to cause the parser to generate reasonable plans. Here are
+some helpful hints about how the parser works that you may wish to
+exploit while running these queries:
+
+-   The table on the left side of the joins in these queries is passed
+    in as the first `DbIterator` parameter to `Join`.
+-   Expressions in the WHERE clause are added to the plan from top to
+    bottom, such that first expression will be the bottom-most operator
+    in the generated query plan. For example, the generated plan for
+    Query 2 is:
+
+        Project(Join(Join(Filter(a),pa),p))
+
+Our reference implementation can run Query 1 in about .35 seconds, Query
+2 in about 10 seconds, and Query 3 in about 20 seconds. We implemented a
+special-purpose join operator for equality joins but did little else to
+optimize performance. Actual runtimes might vary depending on your
+machine setting.
+
+Depending on the efficiency of your implementation, each of these
+queries will take seconds to minutes to run to completion, outputting
+tuples as they are computed. Certainly don't expect the level of
+performance of postgres. :)
+
+Turn in instructions
+--------------------
+
+You must submit your code (see below) as well as a short (2 pages,
+maximum) writeup file called `writeup.txt` describing your approach. This writeup should:
+
+-   Describe any design decisions you made. For example any class or
+    complex data structure you add to the project. If you used something
+    other than a nested-loops join, describe the tradeoffs of the
+    algorithm you chose.
+-   Discuss and justify any changes you made to the API.
+-   Describe any missing or incomplete elements of your code.
+-   Describe how long you spent on the assignment, and whether there was
+    anything you found particularly difficult or confusing.
+
+Put all your code as well as the `writeup.txt` file in the `starter-code` folder.
+and run the `turnInHw.sh` script:
+```bash
+# also remember to add the writeup.txt!!
+$ ./turnInHw.sh hw3
+```
+
+Submitting a bug
+----------------
+
+Please submit (friendly!) bug reports to the TA and instructor. When you
+do, please try to include:
+
+-   A description of the bug.
+-   A .java file we can drop in the test/simpledb directory, compile,
+    and run.
+-   A .txt file with the data that reproduces the bug. We should be able
+    to convert it to a .dat file using HeapFileEncoder.
+
+Grading
+-------
+
+50% of your grade will be based on whether or not your code passes the
+system test suite we will run over it. These tests will be a superset of
+the tests we have provided. Before handing in your code, you should make
+sure it produces no errors (passes all of the tests) from both ant test
+and ant systemtest.
+
+**Important**: before testing, we will replace your build.xml,
+`HeapFileEncoder.java`, and the entire contents of the test directory
+with our version of these files. This means you cannot change the format
+of .dat files! You should also be careful changing our APIs. You should
+test that your code compiles the unmodified tests. In other words, we
+will untar your tarball, replace the files mentioned above, compile it,
+and then grade it. It will look roughly like this:
+
+```bash
+$ cd ./hw3/starter-code[replace build.xml, HeapFileEncoder.java, and test]
+$ ant test
+$ ant systemtest
+[additional tests]
+```
+
+An additional 50% of your grade will be based on the quality of your
+writeup and our subjective evaluation of your code.
+
+Extra credit: 2% for each.
+
+We hope you will enjoy this assignment and will learn a lot about how a
+simple DBMS system can be implemented!
diff --git a/hw/hw3/starter-code/.gitignore b/hw/hw3/starter-code/.gitignore
new file mode 100644
index 0000000..c63eb4c
--- /dev/null
+++ b/hw/hw3/starter-code/.gitignore
@@ -0,0 +1,9 @@
+*.iml
+.classpath
+.project
+bin/
+out/
+.idea/
+log
+*.dat
+dblp_simpledb.schema
\ No newline at end of file
diff --git a/hw/hw3/starter-code/build.xml b/hw/hw3/starter-code/build.xml
new file mode 100644
index 0000000..cb0258a
--- /dev/null
+++ b/hw/hw3/starter-code/build.xml
@@ -0,0 +1,309 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project name="simpledb" default="dist" basedir=".">
+    <property name="src" location="src"/>
+    <property name="testd" location="test"/>
+
+    <property name="build" location="bin"/>
+    <property name="build.src" location="${build}/src"/>
+    <property name="build.test" location="${build}/test"/>
+    <property name="depcache" location="${build}/depcache"/>
+
+    <property name="lib" location="lib"/>
+    <property name="doc" location="javadoc"/>
+    <property name="dist" location="dist"/>
+    <property name="jarfile" location="${dist}/${ant.project.name}.jar"/>
+    <property name="compile.debug" value="true"/>
+    <property name="test.reports" location="testreport"/>
+
+    <property name="sourceversion" value="1.7"/>
+
+    <path id="classpath.base">
+        <pathelement location="${build.src}"/>
+        <pathelement location="${lib}/zql.jar"/>
+        <pathelement location="${lib}/jline-0.9.94.jar"/>
+        <pathelement location="${lib}/mina-core-2.0.4.jar"/>
+        <pathelement location="${lib}/mina-filter-compression-2.0.4.jar"/>
+        <pathelement location="${lib}/slf4j-api-1.6.1.jar"/>
+        <pathelement location="${lib}/slf4j-log4j12-1.6.1.jar"/>
+        <pathelement location="${lib}/log4j-1.2.17.jar"/>
+        <pathelement location="${lib}/jzlib-1.0.7.jar"/>
+    </path>
+
+    <path id="classpath.test">
+        <path refid="classpath.base"/>
+        <pathelement location="${build.test}"/>
+        <pathelement location="${lib}/junit-4.5.jar"/>
+        <pathelement location="${lib}/javassist-3.16.1-GA.jar"/>
+    </path>
+    <!-- Common macro for compiling Java source -->
+    <macrodef name="Compile">
+        <attribute name="srcdir"/>
+        <attribute name="destdir"/>
+        <element name="compileoptions" implicit="true" optional="true"/>
+        <sequential>
+            <mkdir dir="@{destdir}"/>
+            <!-- avoids needing ant clean when changing interfaces -->
+            <depend srcdir="${srcdir}" destdir="${destdir}" cache="${depcache}"/>
+            <javac srcdir="@{srcdir}" destdir="@{destdir}" includeAntRuntime="no"
+                    debug="${compile.debug}" source="${sourceversion}">
+                <compilerarg value="-Xlint:unchecked" />
+                <!--<compilerarg value="-Xlint:deprecation" />-->
+                <compileoptions/>
+            </javac>
+        </sequential>
+    </macrodef>
+
+
+    <!-- Common macro for running junit tests in both the test and runtest targets -->
+    <macrodef name="RunJunit">
+        <attribute name="haltonfailure" default="yes" />
+        <element name="testspecification" implicit="yes" />
+        <sequential>
+            <!-- timeout at 10.5 minutes, since TransactionTest is limited to 10 minutes. -->
+            <junit printsummary="on" fork="yes" timeout="630000" haltonfailure="@{haltonfailure}" maxmemory="128M" failureproperty="junit.failed">
+                <classpath refid="classpath.test" />
+                <formatter type="plain" usefile="false"/>
+                <assertions><enable/></assertions>
+                <testspecification/>
+            </junit>
+        </sequential>
+    </macrodef>
+
+    <taskdef resource="net/sf/antcontrib/antlib.xml">
+        <classpath>
+            <pathelement location="lib/ant-contrib-1.0b3.jar"/>
+        </classpath>
+    </taskdef>
+
+    <target name="eclipse" description="Make current directory an eclipse project">
+        <echo file=".project" append="false">&lt;?xml version=&quot;1.0&quot; encoding=&quot;UTF-8&quot;?&gt;
+&lt;projectDescription&gt;
+    &lt;name&gt;simpledb&lt;/name&gt;
+    &lt;comment&gt;&lt;/comment&gt;
+    &lt;projects&gt;
+    &lt;/projects&gt;
+    &lt;buildSpec&gt;
+        &lt;buildCommand&gt;
+            &lt;name&gt;org.eclipse.jdt.core.javabuilder&lt;/name&gt;
+            &lt;arguments&gt;
+            &lt;/arguments&gt;
+        &lt;/buildCommand&gt;
+    &lt;/buildSpec&gt;
+    &lt;natures&gt;
+        &lt;nature&gt;org.eclipse.jdt.core.javanature&lt;/nature&gt;
+    &lt;/natures&gt;
+&lt;/projectDescription&gt;</echo>
+        <echo file=".classpath" append="false">&lt;?xml version=&quot;1.0&quot; encoding=&quot;UTF-8&quot;?&gt;
+&lt;classpath&gt;
+    &lt;classpathentry kind=&quot;src&quot; output=&quot;bin/src&quot; path=&quot;src/java&quot;/&gt;
+    &lt;classpathentry kind=&quot;src&quot; output=&quot;bin/test&quot; path=&quot;test&quot;/&gt;
+    &lt;classpathentry kind=&quot;con&quot; path=&quot;org.eclipse.jdt.launching.JRE_CONTAINER&quot;/&gt;
+    &lt;classpathentry kind=&quot;output&quot; path=&quot;bin/src&quot;/&gt;
+    </echo>
+    <if> <available file="${lib}/junit-4.5.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/junit-4.5.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/jline-0.9.94.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/jline-0.9.94.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/zql.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/zql.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/mina-core-2.0.4.jar" />    <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/mina-core-2.0.4.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/mina-filter-compression-2.0.4.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/mina-filter-compression-2.0.4.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/jzlib-1.0.7.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/jzlib-1.0.7.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/slf4j-api-1.6.1.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/slf4j-api-1.6.1.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/slf4j-log4j12-1.6.1.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/slf4j-log4j12-1.6.1.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/log4j-1.2.17.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/log4j-1.2.17.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <if> <available file="${lib}/javassist-3.16.1-GA.jar" /> <then>
+            <echo file=".classpath" append="true">
+                &lt;classpathentry kind=&quot;lib&quot; path=&quot;lib/javassist-3.16.1-GA.jar&quot;/&gt;
+            </echo>
+        </then>
+    </if>
+    <echo file=".classpath" append="true">
+        &lt;/classpath&gt;
+    </echo>
+    </target>
+
+    <target name="compile" description="Compile code">
+        <Compile srcdir="${src}/java" destdir="${build.src}">
+            <classpath refid="classpath.base"/>
+        </Compile>
+	<copy todir="${build}" flatten="true">
+		<fileset dir="${src}">
+			<include name="bin/*.sh"/>
+		</fileset>
+	</copy>
+    </target>
+
+    <target name="javadocs" description="Build javadoc documentation">
+        <javadoc destdir="${doc}" access="private" failonerror="true" source="${sourceversion}">
+            <classpath refid="classpath.base" />
+            <fileset dir="src/java" defaultexcludes="yes">
+                <include name="simpledb/**/*.java"/>
+            </fileset>
+        </javadoc>
+    </target>
+
+    <target name="dist" depends="compile" description="Build jar">
+        <mkdir dir="${dist}"/>
+        <jar jarfile="${jarfile}" basedir="${build.src}">
+            <manifest>
+                <attribute name="Main-Class" value="simpledb.SimpleDb"/>
+                <attribute name="Class-Path" value="../lib/zql.jar ../lib/jline-0.9.94.jar ../lib/jzlib-1.0.7.jar ../lib/mina-core-2.0.4.jar ../lib/mina-filter-compression-2.0.4.jar ../lib/slf4j-api-1.6.1.jar ../lib/slf4j-log4j12-1.6.1.jar ../lib/log4j-1.2.17.jar "/>
+            </manifest>
+            <!-- Merge library jars into final jar file -->
+            <!--<zipgroupfileset refid="lib.jars"/>-->
+        </jar>
+    </target>
+
+    <target name="clean" description="Remove build and dist directories">
+        <delete dir="${build}"/>
+        <delete dir="${dist}"/>
+        <delete dir="${doc}"/>
+        <delete dir="${test.reports}"/>
+    </target>
+
+    <target name="testcompile" depends="compile" description="Compile all unit and system tests">
+        <Compile srcdir="${testd}" destdir="${build.test}">
+            <classpath refid="classpath.test"/>
+        </Compile>
+    </target>
+
+    <target name="test" depends="testcompile" description="Run all unit tests">
+        <RunJunit>
+            <batchtest>
+                <fileset dir="${build.test}">
+                    <include name="**/*Test.class"/>
+                    <exclude name="**/*$*.class"/>
+                    <exclude name="simpledb/systemtest/*.class"/>
+                </fileset>
+            </batchtest>
+        </RunJunit>
+    </target>
+
+    <target name="systemtest" depends="testcompile" description="Run all system tests">
+        <RunJunit>
+            <batchtest>
+                <fileset dir="${build.test}">
+                    <include name="simpledb/systemtest/*Test.class"/>
+                </fileset>
+            </batchtest>
+        </RunJunit>
+    </target>
+
+    <target name="runtest" depends="testcompile"
+            description="Runs the test you specify on the command line with -Dtest=">
+        <!-- Check for -Dtest command line argument -->
+        <fail unless="test" message="You must run this target with -Dtest=TestName"/>
+
+        <!-- Check if the class exists -->
+        <available property="test.exists" classname="simpledb.${test}">
+                <classpath refid="classpath.test" />
+        </available>
+        <fail unless="test.exists" message="Test ${test} could not be found"/>
+
+        <RunJunit>
+            <test name="simpledb.${test}"/>
+        </RunJunit>
+    </target>
+
+    <target name="runsystest" depends="testcompile"
+            description="Runs the system test you specify on the command line with -Dtest=">
+        <!-- Check for -Dtest command line argument -->
+        <fail unless="test" message="You must run this target with -Dtest=TestName"/>
+
+        <!-- Check if the class exists -->
+        <available property="test.exists" classname="simpledb.systemtest.${test}">
+                <classpath refid="classpath.test" />
+        </available>
+        <fail unless="test.exists" message="Test ${test} could not be found"/>
+
+        <RunJunit>
+            <test name="simpledb.systemtest.${test}"/>
+        </RunJunit>
+    </target>
+
+
+    <!-- The following target is used for automated grading. -->
+    <target name="test-report" depends="testcompile"
+            description="Generates HTML test reports in ${test.reports}">
+        <mkdir dir="${test.reports}"/>
+
+        <!-- do not halt on failure so we always produce HTML reports. -->
+        <RunJunit haltonfailure="no">
+            <formatter type="xml"/>
+            <formatter type="plain" usefile="true"/>
+            <batchtest todir="${test.reports}" >
+                <fileset dir="${build.test}">
+                    <include name="**/*Test.class"/>
+                    <exclude name="**/*$*.class"/>
+                </fileset>
+            </batchtest>
+        </RunJunit>
+
+        <junitreport todir="${test.reports}">
+            <fileset dir="${test.reports}">
+                <include name="TEST-*.xml" />
+            </fileset>
+            <report todir="${test.reports}" />
+        </junitreport>
+        
+        <!-- Fail here if the junit tests failed. -->
+        <fail if="junit.failed" message="Some JUnit tests failed"/>
+    </target>
+    
+    <target name="handin" depends="clean"
+        description="Create a tarball of your code to hand in">
+        <tar destfile="lab-handin.tar.bz2" compression="bzip2"
+            basedir="." />
+        <echo message="Tarball created!  Please submit 'lab-handin.tar.bz2' per the instructions in the lab document." />
+	<subant target="dist">
+	    <fileset dir="." includes="build.xml"/>
+	</subant>
+    </target>
+
+    <target name="test-and-handin" depends="test,systemtest,handin"
+        description="Run all the tests and system tests; if they succeed, create a tarball of the source code to submit" />
+
+</project>
diff --git a/hw/hw3/starter-code/lib/LICENSE.javassist.html b/hw/hw3/starter-code/lib/LICENSE.javassist.html
new file mode 100644
index 0000000..7d842b4
--- /dev/null
+++ b/hw/hw3/starter-code/lib/LICENSE.javassist.html
@@ -0,0 +1,373 @@
+<HTML>
+<HEAD>
+<TITLE>Javassist License</TITLE>
+<META http-equiv=Content-Type content="text/html; charset=iso-8859-1">
+<META content="MSHTML 5.50.4916.2300" name=GENERATOR></HEAD>
+
+<BODY text=#000000 vLink=#551a8b aLink=#ff0000 link=#0000ee bgColor=#ffffff>
+<CENTER><B><FONT size=+2>MOZILLA PUBLIC LICENSE</FONT></B> <BR><B>Version 
+1.1</B> 
+<P>
+<HR width="20%">
+</CENTER>
+<P><B>1. Definitions.</B> 
+<UL><B>1.0.1. "Commercial Use" </B>means distribution or otherwise making the 
+  Covered Code available to a third party. 
+  <P><B>1.1. ''Contributor''</B> means each entity that creates or contributes 
+  to the creation of Modifications. 
+  <P><B>1.2. ''Contributor Version''</B> means the combination of the Original 
+  Code, prior Modifications used by a Contributor, and the Modifications made by 
+  that particular Contributor. 
+  <P><B>1.3. ''Covered Code''</B> means the Original Code or Modifications or 
+  the combination of the Original Code and Modifications, in each case including 
+  portions thereof<B>.</B> 
+  <P><B>1.4. ''Electronic Distribution Mechanism''</B> means a mechanism 
+  generally accepted in the software development community for the electronic 
+  transfer of data. 
+  <P><B>1.5. ''Executable''</B> means Covered Code in any form other than Source 
+  Code. 
+  <P><B>1.6. ''Initial Developer''</B> means the individual or entity identified 
+  as the Initial Developer in the Source Code notice required by <B>Exhibit 
+  A</B>. 
+  <P><B>1.7. ''Larger Work''</B> means a work which combines Covered Code or 
+  portions thereof with code not governed by the terms of this License. 
+  <P><B>1.8. ''License''</B> means this document. 
+  <P><B>1.8.1. "Licensable"</B> means having the right to grant, to the maximum 
+  extent possible, whether at the time of the initial grant or subsequently 
+  acquired, any and all of the rights conveyed herein. 
+  <P><B>1.9. ''Modifications''</B> means any addition to or deletion from the 
+  substance or structure of either the Original Code or any previous 
+  Modifications. When Covered Code is released as a series of files, a 
+  Modification is: 
+  <UL><B>A.</B> Any addition to or deletion from the contents of a file 
+    containing Original Code or previous Modifications. 
+    <P><B>B.</B> Any new file that contains any part of the Original Code or 
+    previous Modifications. <BR>&nbsp;</P></UL><B>1.10. ''Original Code''</B> 
+  means Source Code of computer software code which is described in the Source 
+  Code notice required by <B>Exhibit A</B> as Original Code, and which, at the 
+  time of its release under this License is not already Covered Code governed by 
+  this License. 
+  <P><B>1.10.1. "Patent Claims"</B> means any patent claim(s), now owned or 
+  hereafter acquired, including without limitation,&nbsp; method, process, and 
+  apparatus claims, in any patent Licensable by grantor. 
+  <P><B>1.11. ''Source Code''</B> means the preferred form of the Covered Code 
+  for making modifications to it, including all modules it contains, plus any 
+  associated interface definition files, scripts used to control compilation and 
+  installation of an Executable, or source code differential comparisons against 
+  either the Original Code or another well known, available Covered Code of the 
+  Contributor's choice. The Source Code can be in a compressed or archival form, 
+  provided the appropriate decompression or de-archiving software is widely 
+  available for no charge. 
+  <P><B>1.12. "You'' (or "Your")&nbsp;</B> means an individual or a legal entity 
+  exercising rights under, and complying with all of the terms of, this License 
+  or a future version of this License issued under Section 6.1. For legal 
+  entities, "You'' includes any entity which controls, is controlled by, or is 
+  under common control with You. For purposes of this definition, "control'' 
+  means (a) the power, direct or indirect, to cause the direction or management 
+  of such entity, whether by contract or otherwise, or (b) ownership of more 
+  than fifty percent (50%) of the outstanding shares or beneficial ownership of 
+  such entity.</P></UL><B>2. Source Code License.</B> 
+<UL><B>2.1. The Initial Developer Grant.</B> <BR>The Initial Developer hereby 
+  grants You a world-wide, royalty-free, non-exclusive license, subject to third 
+  party intellectual property claims: 
+  <UL><B>(a)</B>&nbsp;<B> </B>under intellectual property rights (other than 
+    patent or trademark) Licensable by Initial Developer to use, reproduce, 
+    modify, display, perform, sublicense and distribute the Original Code (or 
+    portions thereof) with or without Modifications, and/or as part of a Larger 
+    Work; and 
+    <P><B>(b)</B> under Patents Claims infringed by the making, using or selling 
+    of Original Code, to make, have made, use, practice, sell, and offer for 
+    sale, and/or otherwise dispose of the Original Code (or portions thereof). 
+    <UL>
+      <UL></UL></UL><B>(c) </B>the licenses granted in this Section 2.1(a) and (b) 
+    are effective on the date Initial Developer first distributes Original Code 
+    under the terms of this License. 
+    <P><B>(d) </B>Notwithstanding Section 2.1(b) above, no patent license is 
+    granted: 1) for code that You delete from the Original Code; 2) separate 
+    from the Original Code;&nbsp; or 3) for infringements caused by: i) the 
+    modification of the Original Code or ii) the combination of the Original 
+    Code with other software or devices. <BR>&nbsp;</P></UL><B>2.2. Contributor 
+  Grant.</B> <BR>Subject to third party intellectual property claims, each 
+  Contributor hereby grants You a world-wide, royalty-free, non-exclusive 
+  license 
+  <UL> <BR><B>(a)</B>&nbsp;<B> </B>under intellectual property rights (other 
+    than patent or trademark) Licensable by Contributor, to use, reproduce, 
+    modify, display, perform, sublicense and distribute the Modifications 
+    created by such Contributor (or portions thereof) either on an unmodified 
+    basis, with other Modifications, as Covered Code and/or as part of a Larger 
+    Work; and 
+    <P><B>(b)</B> under Patent Claims infringed by the making, using, or selling 
+    of&nbsp; Modifications made by that Contributor either alone and/or in<FONT 
+    color=#000000> combination with its Contributor Version (or portions of such 
+    combination), to make, use, sell, offer for sale, have made, and/or 
+    otherwise dispose of: 1) Modifications made by that Contributor (or portions 
+    thereof); and 2) the combination of&nbsp; Modifications made by that 
+    Contributor with its Contributor Version (or portions of such 
+    combination).</FONT> 
+    <P><B>(c) </B>the licenses granted in Sections 2.2(a) and 2.2(b) are 
+    effective on the date Contributor first makes Commercial Use of the Covered 
+    Code. 
+    <P><B>(d)&nbsp;</B>&nbsp;&nbsp; Notwithstanding Section 2.2(b) above, no 
+    patent license is granted: 1) for any code that Contributor has deleted from 
+    the Contributor Version; 2)&nbsp; separate from the Contributor 
+    Version;&nbsp; 3)&nbsp; for infringements caused by: i) third party 
+    modifications of Contributor Version or ii)&nbsp; the combination of 
+    Modifications made by that Contributor with other software&nbsp; (except as 
+    part of the Contributor Version) or other devices; or 4) under Patent Claims 
+    infringed by Covered Code in the absence of Modifications made by that 
+    Contributor.</P></UL></UL>
+<P><BR><B>3. Distribution Obligations.</B> 
+<UL><B>3.1. Application of License.</B> <BR>The Modifications which You create 
+  or to which You contribute are governed by the terms of this License, 
+  including without limitation Section <B>2.2</B>. The Source Code version of 
+  Covered Code may be distributed only under the terms of this License or a 
+  future version of this License released under Section <B>6.1</B>, and You must 
+  include a copy of this License with every copy of the Source Code You 
+  distribute. You may not offer or impose any terms on any Source Code version 
+  that alters or restricts the applicable version of this License or the 
+  recipients' rights hereunder. However, You may include an additional document 
+  offering the additional rights described in Section <B>3.5</B>. 
+  <P><B>3.2. Availability of Source Code.</B> <BR>Any Modification which You 
+  create or to which You contribute must be made available in Source Code form 
+  under the terms of this License either on the same media as an Executable 
+  version or via an accepted Electronic Distribution Mechanism to anyone to whom 
+  you made an Executable version available; and if made available via Electronic 
+  Distribution Mechanism, must remain available for at least twelve (12) months 
+  after the date it initially became available, or at least six (6) months after 
+  a subsequent version of that particular Modification has been made available 
+  to such recipients. You are responsible for ensuring that the Source Code 
+  version remains available even if the Electronic Distribution Mechanism is 
+  maintained by a third party. 
+  <P><B>3.3. Description of Modifications.</B> <BR>You must cause all Covered 
+  Code to which You contribute to contain a file documenting the changes You 
+  made to create that Covered Code and the date of any change. You must include 
+  a prominent statement that the Modification is derived, directly or 
+  indirectly, from Original Code provided by the Initial Developer and including 
+  the name of the Initial Developer in (a) the Source Code, and (b) in any 
+  notice in an Executable version or related documentation in which You describe 
+  the origin or ownership of the Covered Code. 
+  <P><B>3.4. Intellectual Property Matters</B> 
+  <UL><B>(a) Third Party Claims</B>. <BR>If Contributor has knowledge that a 
+    license under a third party's intellectual property rights is required to 
+    exercise the rights granted by such Contributor under Sections 2.1 or 2.2, 
+    Contributor must include a text file with the Source Code distribution 
+    titled "LEGAL'' which describes the claim and the party making the claim in 
+    sufficient detail that a recipient will know whom to contact. If Contributor 
+    obtains such knowledge after the Modification is made available as described 
+    in Section 3.2, Contributor shall promptly modify the LEGAL file in all 
+    copies Contributor makes available thereafter and shall take other steps 
+    (such as notifying appropriate mailing lists or newsgroups) reasonably 
+    calculated to inform those who received the Covered Code that new knowledge 
+    has been obtained. 
+    <P><B>(b) Contributor APIs</B>. <BR>If Contributor's Modifications include 
+    an application programming interface and Contributor has knowledge of patent 
+    licenses which are reasonably necessary to implement that API, Contributor 
+    must also include this information in the LEGAL file. 
+  <BR>&nbsp;</P></UL>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+  <B>(c)&nbsp;&nbsp;&nbsp; Representations.</B> 
+  <UL>Contributor represents that, except as disclosed pursuant to Section 
+    3.4(a) above, Contributor believes that Contributor's Modifications are 
+    Contributor's original creation(s) and/or Contributor has sufficient rights 
+    to grant the rights conveyed by this License.</UL>
+  <P><BR><B>3.5. Required Notices.</B> <BR>You must duplicate the notice in 
+  <B>Exhibit A</B> in each file of the Source Code.&nbsp; If it is not possible 
+  to put such notice in a particular Source Code file due to its structure, then 
+  You must include such notice in a location (such as a relevant directory) 
+  where a user would be likely to look for such a notice.&nbsp; If You created 
+  one or more Modification(s) You may add your name as a Contributor to the 
+  notice described in <B>Exhibit A</B>.&nbsp; You must also duplicate this 
+  License in any documentation for the Source Code where You describe 
+  recipients' rights or ownership rights relating to Covered Code.&nbsp; You may 
+  choose to offer, and to charge a fee for, warranty, support, indemnity or 
+  liability obligations to one or more recipients of Covered Code. However, You 
+  may do so only on Your own behalf, and not on behalf of the Initial Developer 
+  or any Contributor. You must make it absolutely clear than any such warranty, 
+  support, indemnity or liability obligation is offered by You alone, and You 
+  hereby agree to indemnify the Initial Developer and every Contributor for any 
+  liability incurred by the Initial Developer or such Contributor as a result of 
+  warranty, support, indemnity or liability terms You offer. 
+  <P><B>3.6. Distribution of Executable Versions.</B> <BR>You may distribute 
+  Covered Code in Executable form only if the requirements of Section 
+  <B>3.1-3.5</B> have been met for that Covered Code, and if You include a 
+  notice stating that the Source Code version of the Covered Code is available 
+  under the terms of this License, including a description of how and where You 
+  have fulfilled the obligations of Section <B>3.2</B>. The notice must be 
+  conspicuously included in any notice in an Executable version, related 
+  documentation or collateral in which You describe recipients' rights relating 
+  to the Covered Code. You may distribute the Executable version of Covered Code 
+  or ownership rights under a license of Your choice, which may contain terms 
+  different from this License, provided that You are in compliance with the 
+  terms of this License and that the license for the Executable version does not 
+  attempt to limit or alter the recipient's rights in the Source Code version 
+  from the rights set forth in this License. If You distribute the Executable 
+  version under a different license You must make it absolutely clear that any 
+  terms which differ from this License are offered by You alone, not by the 
+  Initial Developer or any Contributor. You hereby agree to indemnify the 
+  Initial Developer and every Contributor for any liability incurred by the 
+  Initial Developer or such Contributor as a result of any such terms You offer. 
+
+  <P><B>3.7. Larger Works.</B> <BR>You may create a Larger Work by combining 
+  Covered Code with other code not governed by the terms of this License and 
+  distribute the Larger Work as a single product. In such a case, You must make 
+  sure the requirements of this License are fulfilled for the Covered 
+Code.</P></UL><B>4. Inability to Comply Due to Statute or Regulation.</B> 
+<UL>If it is impossible for You to comply with any of the terms of this 
+  License with respect to some or all of the Covered Code due to statute, 
+  judicial order, or regulation then You must: (a) comply with the terms of this 
+  License to the maximum extent possible; and (b) describe the limitations and 
+  the code they affect. Such description must be included in the LEGAL file 
+  described in Section <B>3.4</B> and must be included with all distributions of 
+  the Source Code. Except to the extent prohibited by statute or regulation, 
+  such description must be sufficiently detailed for a recipient of ordinary 
+  skill to be able to understand it.</UL><B>5. Application of this License.</B> 
+<UL>This License applies to code to which the Initial Developer has attached 
+  the notice in <B>Exhibit A</B> and to related Covered Code.</UL><B>6. Versions 
+of the License.</B> 
+<UL><B>6.1. New Versions</B>. <BR>Netscape Communications Corporation 
+  (''Netscape'') may publish revised and/or new versions of the License from 
+  time to time. Each version will be given a distinguishing version number. 
+  <P><B>6.2. Effect of New Versions</B>. <BR>Once Covered Code has been 
+  published under a particular version of the License, You may always continue 
+  to use it under the terms of that version. You may also choose to use such 
+  Covered Code under the terms of any subsequent version of the License 
+  published by Netscape. No one other than Netscape has the right to modify the 
+  terms applicable to Covered Code created under this License. 
+  <P><B>6.3. Derivative Works</B>. <BR>If You create or use a modified version 
+  of this License (which you may only do in order to apply it to code which is 
+  not already Covered Code governed by this License), You must (a) rename Your 
+  license so that the phrases ''Mozilla'', ''MOZILLAPL'', ''MOZPL'', 
+  ''Netscape'', "MPL", ''NPL'' or any confusingly similar phrase do not appear 
+  in your license (except to note that your license differs from this License) 
+  and (b) otherwise make it clear that Your version of the license contains 
+  terms which differ from the Mozilla Public License and Netscape Public 
+  License. (Filling in the name of the Initial Developer, Original Code or 
+  Contributor in the notice described in <B>Exhibit A</B> shall not of 
+  themselves be deemed to be modifications of this License.)</P></UL><B>7. 
+DISCLAIMER OF WARRANTY.</B> 
+<UL>COVERED CODE IS PROVIDED UNDER THIS LICENSE ON AN "AS IS'' BASIS, WITHOUT 
+  WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT 
+  LIMITATION, WARRANTIES THAT THE COVERED CODE IS FREE OF DEFECTS, MERCHANTABLE, 
+  FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE 
+  QUALITY AND PERFORMANCE OF THE COVERED CODE IS WITH YOU. SHOULD ANY COVERED 
+  CODE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY 
+  OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR 
+  CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS 
+  LICENSE. NO USE OF ANY COVERED CODE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS 
+  DISCLAIMER.</UL><B>8. TERMINATION.</B> 
+<UL><B>8.1.&nbsp; </B>This License and the rights granted hereunder will 
+  terminate automatically if You fail to comply with terms herein and fail to 
+  cure such breach within 30 days of becoming aware of the breach. All 
+  sublicenses to the Covered Code which are properly granted shall survive any 
+  termination of this License. Provisions which, by their nature, must remain in 
+  effect beyond the termination of this License shall survive. 
+  <P><B>8.2.&nbsp; </B>If You initiate litigation by asserting a patent 
+  infringement claim (excluding declatory judgment actions) against Initial 
+  Developer or a Contributor (the Initial Developer or Contributor against whom 
+  You file such action is referred to as "Participant")&nbsp; alleging that: 
+  <P><B>(a)&nbsp; </B>such Participant's Contributor Version directly or 
+  indirectly infringes any patent, then any and all rights granted by such 
+  Participant to You under Sections 2.1 and/or 2.2 of this License shall, upon 
+  60 days notice from Participant terminate prospectively, unless if within 60 
+  days after receipt of notice You either: (i)&nbsp; agree in writing to pay 
+  Participant a mutually agreeable reasonable royalty for Your past and future 
+  use of Modifications made by such Participant, or (ii) withdraw Your 
+  litigation claim with respect to the Contributor Version against such 
+  Participant.&nbsp; If within 60 days of notice, a reasonable royalty and 
+  payment arrangement are not mutually agreed upon in writing by the parties or 
+  the litigation claim is not withdrawn, the rights granted by Participant to 
+  You under Sections 2.1 and/or 2.2 automatically terminate at the expiration of 
+  the 60 day notice period specified above. 
+  <P><B>(b)</B>&nbsp; any software, hardware, or device, other than such 
+  Participant's Contributor Version, directly or indirectly infringes any 
+  patent, then any rights granted to You by such Participant under Sections 
+  2.1(b) and 2.2(b) are revoked effective as of the date You first made, used, 
+  sold, distributed, or had made, Modifications made by that Participant. 
+  <P><B>8.3.&nbsp; </B>If You assert a patent infringement claim against 
+  Participant alleging that such Participant's Contributor Version directly or 
+  indirectly infringes any patent where such claim is resolved (such as by 
+  license or settlement) prior to the initiation of patent infringement 
+  litigation, then the reasonable value of the licenses granted by such 
+  Participant under Sections 2.1 or 2.2 shall be taken into account in 
+  determining the amount or value of any payment or license. 
+  <P><B>8.4.</B>&nbsp; In the event of termination under Sections 8.1 or 8.2 
+  above,&nbsp; all end user license agreements (excluding distributors and 
+  resellers) which have been validly granted by You or any distributor hereunder 
+  prior to termination shall survive termination.</P></UL><B>9. LIMITATION OF 
+LIABILITY.</B> 
+<UL>UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING 
+  NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY 
+  OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED CODE, OR ANY SUPPLIER OF ANY 
+  OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, 
+  INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT 
+  LIMITATION, DAMAGES FOR LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR 
+  MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH 
+  PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS 
+  LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL 
+  INJURY RESULTING FROM SUCH PARTY'S NEGLIGENCE TO THE EXTENT APPLICABLE LAW 
+  PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR 
+  LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND 
+  LIMITATION MAY NOT APPLY TO YOU.</UL><B>10. U.S. GOVERNMENT END USERS.</B> 
+<UL>The Covered Code is a ''commercial item,'' as that term is defined in 48 
+  C.F.R. 2.101 (Oct. 1995), consisting of ''commercial computer software'' and 
+  ''commercial computer software documentation,'' as such terms are used in 48 
+  C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 
+  227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users 
+  acquire Covered Code with only those rights set forth herein.</UL><B>11. 
+MISCELLANEOUS.</B> 
+<UL>This License represents the complete agreement concerning subject matter 
+  hereof. If any provision of this License is held to be unenforceable, such 
+  provision shall be reformed only to the extent necessary to make it 
+  enforceable. This License shall be governed by California law provisions 
+  (except to the extent applicable law, if any, provides otherwise), excluding 
+  its conflict-of-law provisions. With respect to disputes in which at least one 
+  party is a citizen of, or an entity chartered or registered to do business in 
+  the United States of America, any litigation relating to this License shall be 
+  subject to the jurisdiction of the Federal Courts of the Northern District of 
+  California, with venue lying in Santa Clara County, California, with the 
+  losing party responsible for costs, including without limitation, court costs 
+  and reasonable attorneys' fees and expenses. The application of the United 
+  Nations Convention on Contracts for the International Sale of Goods is 
+  expressly excluded. Any law or regulation which provides that the language of 
+  a contract shall be construed against the drafter shall not apply to this 
+  License.</UL><B>12. RESPONSIBILITY FOR CLAIMS.</B> 
+<UL>As between Initial Developer and the Contributors, each party is 
+  responsible for claims and damages arising, directly or indirectly, out of its 
+  utilization of rights under this License and You agree to work with Initial 
+  Developer and Contributors to distribute such responsibility on an equitable 
+  basis. Nothing herein is intended or shall be deemed to constitute any 
+  admission of liability.</UL><B>13. MULTIPLE-LICENSED CODE.</B> 
+<UL>Initial Developer may designate portions of the Covered Code as 
+  "Multiple-Licensed".&nbsp; "Multiple-Licensed" means that the Initial 
+  Developer permits you to utilize portions of the Covered Code under Your 
+  choice of the MPL or the alternative licenses, if any, specified by the 
+  Initial Developer in the file described in Exhibit A.</UL>
+<P><BR><B>EXHIBIT A -Mozilla Public License.</B> 
+<UL>The contents of this file are subject to the Mozilla Public License 
+  Version 1.1 (the "License"); you may not use this file except in compliance 
+  with the License. You may obtain a copy of the License at 
+  <BR>http://www.mozilla.org/MPL/ 
+  <P>Software distributed under the License is distributed on an "AS IS" basis, 
+  WITHOUT WARRANTY OF <BR>ANY KIND, either express or implied. See the License 
+  for the specific language governing rights and <BR>limitations under the 
+  License. 
+  <P>The Original Code is Javassist. 
+  <P>The Initial Developer of the Original Code is Shigeru Chiba. 
+  Portions created by the Initial Developer are<BR>&nbsp;
+  Copyright (C) 1999- Shigeru Chiba. All Rights Reserved. 
+  <P>Contributor(s):  __Bill Burke, Jason T. Greene______________.
+
+<p>Alternatively, the contents of this software may be used under the
+terms of the GNU Lesser General Public License Version 2.1 or later
+(the "LGPL"), or the Apache License Version 2.0 (the "AL"),
+in which case the provisions of the LGPL or the AL are applicable
+instead of those above. If you wish to allow use of your version of
+this software only under the terms of either the LGPL or the AL, and not to allow others to
+use your version of this software under the terms of the MPL, indicate
+your decision by deleting the provisions above and replace them with
+the notice and other provisions required by the LGPL or the AL. If you do not
+delete the provisions above, a recipient may use your version of this
+software under the terms of any one of the MPL, the LGPL or the AL.
+
+  <P></P></UL>
+</BODY>
+</HTML>
diff --git a/hw/hw3/starter-code/lib/LICENSE.jzlib.txt b/hw/hw3/starter-code/lib/LICENSE.jzlib.txt
new file mode 100644
index 0000000..cdce500
--- /dev/null
+++ b/hw/hw3/starter-code/lib/LICENSE.jzlib.txt
@@ -0,0 +1,29 @@
+JZlib 0.0.* were released under the GNU LGPL license.  Later, we have switched 
+over to a BSD-style license. 
+
+------------------------------------------------------------------------------
+Copyright (c) 2000,2001,2002,2003 ymnk, JCraft,Inc. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+  1. Redistributions of source code must retain the above copyright notice,
+     this list of conditions and the following disclaimer.
+
+  2. Redistributions in binary form must reproduce the above copyright 
+     notice, this list of conditions and the following disclaimer in 
+     the documentation and/or other materials provided with the distribution.
+
+  3. The names of the authors may not be used to endorse or promote products
+     derived from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED ``AS IS'' AND ANY EXPRESSED OR IMPLIED WARRANTIES,
+INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
+FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL JCRAFT,
+INC. OR ANY CONTRIBUTORS TO THIS SOFTWARE BE LIABLE FOR ANY DIRECT, INDIRECT,
+INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA,
+OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
+EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/hw/hw3/starter-code/lib/LICENSE.mina.txt b/hw/hw3/starter-code/lib/LICENSE.mina.txt
new file mode 100644
index 0000000..66a27ec
--- /dev/null
+++ b/hw/hw3/starter-code/lib/LICENSE.mina.txt
@@ -0,0 +1,177 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
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+      Work and such Derivative Works in Source or Object form.
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+   3. Grant of Patent License. Subject to the terms and conditions of
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+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
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+
+      (d) If the Work includes a "NOTICE" text file as part of its
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+          do not modify the License. You may add Your own attribution
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+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
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+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
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+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
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+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
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+      appropriateness of using or redistributing the Work and assume any
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+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
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+      Work (including but not limited to damages for loss of goodwill,
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+   END OF TERMS AND CONDITIONS
+
diff --git a/hw/hw3/starter-code/lib/LICENSE.slf4j.txt b/hw/hw3/starter-code/lib/LICENSE.slf4j.txt
new file mode 100644
index 0000000..e663b1d
--- /dev/null
+++ b/hw/hw3/starter-code/lib/LICENSE.slf4j.txt
@@ -0,0 +1,28 @@
+Copyright (c) 2004-2007 QOS.ch
+All rights reserved.
+
+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, and/or sell copies of the Software, and to permit persons
+to whom the Software is furnished to do so, provided that the above
+copyright notice(s) and this permission notice appear in all copies of
+the Software and that both the above copyright notice(s) and this
+permission notice appear in supporting documentation.
+
+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
+OF THIRD PARTY RIGHTS. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR
+HOLDERS INCLUDED IN THIS NOTICE BE LIABLE FOR ANY CLAIM, OR ANY
+SPECIAL INDIRECT OR CONSEQUENTIAL DAMAGES, OR ANY DAMAGES WHATSOEVER
+RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF
+CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN
+CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
+
+Except as contained in this notice, the name of a copyright holder
+shall not be used in advertising or otherwise to promote the sale, use
+or other dealings in this Software without prior written authorization
+of the copyright holder.
+
diff --git a/hw/hw3/starter-code/lib/README b/hw/hw3/starter-code/lib/README
new file mode 100644
index 0000000..7a6efb6
--- /dev/null
+++ b/hw/hw3/starter-code/lib/README
@@ -0,0 +1,60 @@
+junit-4.5.jar
+* http://junit.sourceforge.net/
+* CPL (free for all use)
+
+zql.jar
+* http://www.gibello.com/code/zql/
+* Free for non-commercial use
+
+JLine
+* http://jline.sourceforge.net/
+* BSD (free for all use)
+<<<<<<< .working
+
+mina-core-2.0.4.jar
+mina-filter-compression-2.0.4.jar
+* http://mina.apache.org/
+* Apache License v2.0 (free for all use)
+
+slf4j-api-1.6.1.jar
+* http://www.slf4j.org/license.html
+* MIT license (free for all use)
+
+jzlib-1.0.7.jar
+* http://www.jcraft.com/jzlib/
+* BSD (free for all use)
+
+javassist-3.16.1-GA.jar
+* http://www.javassist.org/
+* MPL v1.1, LGPL and Apache License
+
+=======
+
+mina-core-2.0.4.jar
+mina-filter-compression-2.0.4.jar
+* http://mina.apache.org/
+* Apache License v2.0 (free for all use)
+
+slf4j-api-1.6.1.jar
+slf4j-log4j12-1.6.1.jar
+* http://www.slf4j.org/license.html
+* MIT license (free for all use)
+
+jzlib-1.0.7.jar
+* http://www.jcraft.com/jzlib/
+* BSD (free for all use)
+
+javassist-3.16.1-GA.jar
+* http://www.javassist.org/
+* MPL v1.1, LGPL and Apache License
+
+ant-contrib-1.0b3.jar
+* http://ant-contrib.sourceforge.net/
+* Apache Software License
+
+log4j-1.2.17.jar
+* logging.apache.org/log4j/1.2/
+* Apache Software license 2.0
+
+
+>>>>>>> .merge-right.r755
diff --git a/hw/hw3/starter-code/lib/ant-contrib-1.0b3.jar b/hw/hw3/starter-code/lib/ant-contrib-1.0b3.jar
new file mode 100644
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diff --git a/hw/hw3/starter-code/lib/zql.jar b/hw/hw3/starter-code/lib/zql.jar
new file mode 100644
index 0000000000000000000000000000000000000000..7e7b256f41e7a77947be636dfd089139374ccd0f
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diff --git a/hw/hw3/starter-code/src/java/simpledb/Aggregate.java b/hw/hw3/starter-code/src/java/simpledb/Aggregate.java
new file mode 100644
index 0000000..11f1694
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Aggregate.java
@@ -0,0 +1,137 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * The Aggregation operator that computes an aggregate (e.g., sum, avg, max,
+ * min). Note that we only support aggregates over a single column, grouped by a
+ * single column.
+ */
+public class Aggregate extends Operator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor.
+     * 
+     * Implementation hint: depending on the type of afield, you will want to
+     * construct an {@link IntAggregator} or {@link StringAggregator} to help
+     * you with your implementation of readNext().
+     * 
+     * 
+     * @param child
+     *            The DbIterator that is feeding us tuples.
+     * @param afield
+     *            The column over which we are computing an aggregate.
+     * @param gfield
+     *            The column over which we are grouping the result, or -1 if
+     *            there is no grouping
+     * @param aop
+     *            The aggregation operator to use
+     */
+    public Aggregate(DbIterator child, int afield, int gfield, Aggregator.Op aop) {
+	// some code goes here
+    }
+
+    /**
+     * @return If this aggregate is accompanied by a groupby, return the groupby
+     *         field index in the <b>INPUT</b> tuples. If not, return
+     *         {@link simpledb.Aggregator#NO_GROUPING}
+     * */
+    public int groupField() {
+	// some code goes here
+	return -1;
+    }
+
+    /**
+     * @return If this aggregate is accompanied by a group by, return the name
+     *         of the groupby field in the <b>OUTPUT</b> tuples If not, return
+     *         null;
+     * */
+    public String groupFieldName() {
+	// some code goes here
+	return null;
+    }
+
+    /**
+     * @return the aggregate field
+     * */
+    public int aggregateField() {
+	// some code goes here
+	return -1;
+    }
+
+    /**
+     * @return return the name of the aggregate field in the <b>OUTPUT</b>
+     *         tuples
+     * */
+    public String aggregateFieldName() {
+	// some code goes here
+	return null;
+    }
+
+    /**
+     * @return return the aggregate operator
+     * */
+    public Aggregator.Op aggregateOp() {
+	// some code goes here
+	return null;
+    }
+
+    public static String nameOfAggregatorOp(Aggregator.Op aop) {
+	return aop.toString();
+    }
+
+    public void open() throws NoSuchElementException, DbException,
+	    TransactionAbortedException {
+	// some code goes here
+    }
+
+    /**
+     * Returns the next tuple. If there is a group by field, then the first
+     * field is the field by which we are grouping, and the second field is the
+     * result of computing the aggregate, If there is no group by field, then
+     * the result tuple should contain one field representing the result of the
+     * aggregate. Should return null if there are no more tuples.
+     */
+    protected Tuple fetchNext() throws TransactionAbortedException, DbException {
+	// some code goes here
+	return null;
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+	// some code goes here
+    }
+
+    /**
+     * Returns the TupleDesc of this Aggregate. If there is no group by field,
+     * this will have one field - the aggregate column. If there is a group by
+     * field, the first field will be the group by field, and the second will be
+     * the aggregate value column.
+     * 
+     * The name of an aggregate column should be informative. For example:
+     * "aggName(aop) (child_td.getFieldName(afield))" where aop and afield are
+     * given in the constructor, and child_td is the TupleDesc of the child
+     * iterator.
+     */
+    public TupleDesc getTupleDesc() {
+	// some code goes here
+	return null;
+    }
+
+    public void close() {
+	// some code goes here
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+	// some code goes here
+	return null;
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+	// some code goes here
+    }
+    
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Aggregator.java b/hw/hw3/starter-code/src/java/simpledb/Aggregator.java
new file mode 100644
index 0000000..ee53ada
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Aggregator.java
@@ -0,0 +1,85 @@
+package simpledb;
+
+import java.io.Serializable;
+
+/**
+ * The common interface for any class that can compute an aggregate over a
+ * list of Tuples.
+ */
+public interface Aggregator extends Serializable {
+    static final int NO_GROUPING = -1;
+
+    /**
+     * SUM_COUNT and SC_AVG will
+     * only be used in lab6, you are not required
+     * to implement them until then.
+     * */
+    public enum Op implements Serializable {
+        MIN, MAX, SUM, AVG, COUNT,
+        /**
+         * SUM_COUNT: compute sum and count simultaneously, will be
+         * needed to compute distributed avg in lab6.
+         * */
+        SUM_COUNT,
+        /**
+         * SC_AVG: compute the avg of a set of SUM_COUNT tuples,
+         * will be used to compute distributed avg in lab6.
+         * */
+        SC_AVG;
+
+        /**
+         * Interface to access operations by a string containing an integer
+         * index for command-line convenience.
+         *
+         * @param s a string containing a valid integer Op index
+         */
+        public static Op getOp(String s) {
+            return getOp(Integer.parseInt(s));
+        }
+
+        /**
+         * Interface to access operations by integer value for command-line
+         * convenience.
+         *
+         * @param i a valid integer Op index
+         */
+        public static Op getOp(int i) {
+            return values()[i];
+        }
+        
+        public String toString()
+        {
+        	if (this==MIN)
+        		return "min";
+        	if (this==MAX)
+        		return "max";
+        	if (this==SUM)
+        		return "sum";
+        	if (this==SUM_COUNT)
+    			return "sum_count";
+        	if (this==AVG)
+        		return "avg";
+        	if (this==COUNT)
+        		return "count";
+        	if (this==SC_AVG)
+    			return "sc_avg";
+        	throw new IllegalStateException("impossible to reach here");
+        }
+    }
+
+    /**
+     * Merge a new tuple into the aggregate for a distinct group value;
+     * creates a new group aggregate result if the group value has not yet
+     * been encountered.
+     *
+     * @param tup the Tuple containing an aggregate field and a group-by field
+     */
+    public void mergeTupleIntoGroup(Tuple tup);
+
+    /**
+     * Create a DbIterator over group aggregate results.
+     * @see simpledb.TupleIterator for a possible helper
+     */
+    public DbIterator iterator();
+    
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/BufferPool.java b/hw/hw3/starter-code/src/java/simpledb/BufferPool.java
new file mode 100644
index 0000000..b8a9a2d
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/BufferPool.java
@@ -0,0 +1,195 @@
+package simpledb;
+
+import java.io.*;
+
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * BufferPool manages the reading and writing of pages into memory from
+ * disk. Access methods call into it to retrieve pages, and it fetches
+ * pages from the appropriate location.
+ * <p>
+ * The BufferPool is also responsible for locking;  when a transaction fetches
+ * a page, BufferPool checks that the transaction has the appropriate
+ * locks to read/write the page.
+ * 
+ * @Threadsafe, all fields are final
+ */
+public class BufferPool {
+    /** Bytes per page, including header. */
+    public static final int PAGE_SIZE = 4096;
+
+    private static int pageSize = PAGE_SIZE;
+    
+    /** Default number of pages passed to the constructor. This is used by
+    other classes. BufferPool should use the numPages argument to the
+    constructor instead. */
+    public static final int DEFAULT_PAGES = 50;
+
+    /**
+     * Creates a BufferPool that caches up to numPages pages.
+     *
+     * @param numPages maximum number of pages in this buffer pool.
+     */
+    public BufferPool(int numPages) {
+        // some code goes here
+    }
+    
+    public static int getPageSize() {
+      return pageSize;
+    }
+    
+    // THIS FUNCTION SHOULD ONLY BE USED FOR TESTING!!
+    public static void setPageSize(int pageSize) {
+    	BufferPool.pageSize = pageSize;
+    }
+
+    /**
+     * Retrieve the specified page with the associated permissions.
+     * Will acquire a lock and may block if that lock is held by another
+     * transaction.
+     * <p>
+     * The retrieved page should be looked up in the buffer pool.  If it
+     * is present, it should be returned.  If it is not present, it should
+     * be added to the buffer pool and returned.  If there is insufficient
+     * space in the buffer pool, an page should be evicted and the new page
+     * should be added in its place.
+     *
+     * @param tid the ID of the transaction requesting the page
+     * @param pid the ID of the requested page
+     * @param perm the requested permissions on the page
+     */
+    public  Page getPage(TransactionId tid, PageId pid, Permissions perm)
+        throws TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Releases the lock on a page.
+     * Calling this is very risky, and may result in wrong behavior. Think hard
+     * about who needs to call this and why, and why they can run the risk of
+     * calling it.
+     *
+     * @param tid the ID of the transaction requesting the unlock
+     * @param pid the ID of the page to unlock
+     */
+    public  void releasePage(TransactionId tid, PageId pid) {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Release all locks associated with a given transaction.
+     *
+     * @param tid the ID of the transaction requesting the unlock
+     */
+    public void transactionComplete(TransactionId tid) throws IOException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /** Return true if the specified transaction has a lock on the specified page */
+    public boolean holdsLock(TransactionId tid, PageId p) {
+        // some code goes here
+    	// not necessary for this assignment	
+        return false;
+    }
+
+    /**
+     * Commit or abort a given transaction; release all locks associated to
+     * the transaction.
+     *
+     * @param tid the ID of the transaction requesting the unlock
+     * @param commit a flag indicating whether we should commit or abort
+     */
+    public void transactionComplete(TransactionId tid, boolean commit)
+        throws IOException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Add a tuple to the specified table on behalf of transaction tid.  Will
+     * acquire a write lock on the page the tuple is added to and any other 
+     * pages that are updated (Lock acquisition is not needed for lab2). 
+     * May block if the lock(s) cannot be acquired.
+     * 
+     * Marks any pages that were dirtied by the operation as dirty by calling
+     * their markDirty bit, and updates cached versions of any pages that have 
+     * been dirtied so that future requests see up-to-date pages. 
+     *
+     * @param tid the transaction adding the tuple
+     * @param tableId the table to add the tuple to
+     * @param t the tuple to add
+     */
+    public void insertTuple(TransactionId tid, int tableId, Tuple t)
+        throws DbException, IOException, TransactionAbortedException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Remove the specified tuple from the buffer pool.
+     * Will acquire a write lock on the page the tuple is removed from and any
+     * other pages that are updated. May block if the lock(s) cannot be acquired.
+     *
+     * Marks any pages that were dirtied by the operation as dirty by calling
+     * their markDirty bit, and updates cached versions of any pages that have 
+     * been dirtied so that future requests see up-to-date pages. 
+     *
+     * @param tid the transaction deleting the tuple.
+     * @param t the tuple to delete
+     */
+    public  void deleteTuple(TransactionId tid, Tuple t)
+        throws DbException, IOException, TransactionAbortedException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Flush all dirty pages to disk.
+     * NB: Be careful using this routine -- it writes dirty data to disk so will
+     *     break simpledb if running in NO STEAL mode.
+     */
+    public synchronized void flushAllPages() throws IOException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /** Remove the specific page id from the buffer pool.
+        Needed by the recovery manager to ensure that the
+        buffer pool doesn't keep a rolled back page in its
+        cache.
+    */
+    public synchronized void discardPage(PageId pid) {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Flushes a certain page to disk
+     * @param pid an ID indicating the page to flush
+     */
+    private synchronized  void flushPage(PageId pid) throws IOException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /** Write all pages of the specified transaction to disk.
+     */
+    public synchronized  void flushPages(TransactionId tid) throws IOException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+    /**
+     * Discards a page from the buffer pool.
+     * Flushes the page to disk to ensure dirty pages are updated on disk.
+     */
+    private synchronized  void evictPage() throws DbException {
+        // some code goes here
+    	// not necessary for this assignment	
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Catalog.java b/hw/hw3/starter-code/src/java/simpledb/Catalog.java
new file mode 100644
index 0000000..1b181da
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Catalog.java
@@ -0,0 +1,163 @@
+package simpledb;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.io.IOException;
+import java.util.*;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * The Catalog keeps track of all available tables in the database and their
+ * associated schemas.
+ * For now, this is a stub catalog that must be populated with tables by a
+ * user program before it can be used -- eventually, this should be converted
+ * to a catalog that reads a catalog table from disk.
+ * 
+ * @Threadsafe
+ */
+public class Catalog {
+
+    /**
+     * Constructor.
+     * Creates a new, empty catalog.
+     */
+    public Catalog() {
+        // some code goes here
+    }
+
+    /**
+     * Add a new table to the catalog.
+     * This table's contents are stored in the specified DbFile.
+     * @param file the contents of the table to add;  file.getId() is the identfier of
+     *    this file/tupledesc param for the calls getTupleDesc and getFile
+     * @param name the name of the table -- may be an empty string.  May not be null.  If a name
+     *    conflict exists, use the last table to be added as the table for a given name.
+     * @param pkeyField the name of the primary key field
+     */
+    public void addTable(DbFile file, String name, String pkeyField) {
+        // some code goes here
+    }
+
+    public void addTable(DbFile file, String name) {
+        addTable(file, name, "");
+    }
+
+    /**
+     * Add a new table to the catalog.
+     * This table has tuples formatted using the specified TupleDesc and its
+     * contents are stored in the specified DbFile.
+     * @param file the contents of the table to add;  file.getId() is the identfier of
+     *    this file/tupledesc param for the calls getTupleDesc and getFile
+     */
+    public void addTable(DbFile file) {
+        addTable(file, (UUID.randomUUID()).toString());
+    }
+
+    /**
+     * Return the id of the table with a specified name,
+     * @throws NoSuchElementException if the table doesn't exist
+     */
+    public int getTableId(String name) throws NoSuchElementException {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * Returns the tuple descriptor (schema) of the specified table
+     * @param tableid The id of the table, as specified by the DbFile.getId()
+     *     function passed to addTable
+     * @throws NoSuchElementException if the table doesn't exist
+     */
+    public TupleDesc getTupleDesc(int tableid) throws NoSuchElementException {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Returns the DbFile that can be used to read the contents of the
+     * specified table.
+     * @param tableid The id of the table, as specified by the DbFile.getId()
+     *     function passed to addTable
+     */
+    public DbFile getDatabaseFile(int tableid) throws NoSuchElementException {
+        // some code goes here
+        return null;
+    }
+
+    public String getPrimaryKey(int tableid) {
+        // some code goes here
+        return null;
+    }
+
+    public Iterator<Integer> tableIdIterator() {
+        // some code goes here
+        return null;
+    }
+
+    public String getTableName(int id) {
+        // some code goes here
+        return null;
+    }
+    
+    /** Delete all tables from the catalog */
+    public void clear() {
+        // some code goes here
+    }
+    
+    /**
+     * Reads the schema from a file and creates the appropriate tables in the database.
+     * @param catalogFile
+     */
+    public void loadSchema(String catalogFile) {
+        String line = "";
+        String baseFolder=new File(new File(catalogFile).getAbsolutePath()).getParent();
+        try {
+            BufferedReader br = new BufferedReader(new FileReader(new File(catalogFile)));
+            
+            while ((line = br.readLine()) != null) {
+                //assume line is of the format name (field type, field type, ...)
+                String name = line.substring(0, line.indexOf("(")).trim();
+                //System.out.println("TABLE NAME: " + name);
+                String fields = line.substring(line.indexOf("(") + 1, line.indexOf(")")).trim();
+                String[] els = fields.split(",");
+                ArrayList<String> names = new ArrayList<String>();
+                ArrayList<Type> types = new ArrayList<Type>();
+                String primaryKey = "";
+                for (String e : els) {
+                    String[] els2 = e.trim().split(" ");
+                    names.add(els2[0].trim());
+                    if (els2[1].trim().toLowerCase().equals("int"))
+                        types.add(Type.INT_TYPE);
+                    else if (els2[1].trim().toLowerCase().equals("string"))
+                        types.add(Type.STRING_TYPE);
+                    else {
+                        System.out.println("Unknown type " + els2[1]);
+                        System.exit(0);
+                    }
+                    if (els2.length == 3) {
+                        if (els2[2].trim().equals("pk"))
+                            primaryKey = els2[0].trim();
+                        else {
+                            System.out.println("Unknown annotation " + els2[2]);
+                            System.exit(0);
+                        }
+                    }
+                }
+                Type[] typeAr = types.toArray(new Type[0]);
+                String[] namesAr = names.toArray(new String[0]);
+                TupleDesc t = new TupleDesc(typeAr, namesAr);
+                HeapFile tabHf = new HeapFile(new File(baseFolder+"/"+name + ".dat"), t);
+                addTable(tabHf,name,primaryKey);
+                System.out.println("Added table : " + name + " with schema " + t);
+            }
+        } catch (IOException e) {
+            e.printStackTrace();
+            System.exit(0);
+        } catch (IndexOutOfBoundsException e) {
+            System.out.println ("Invalid catalog entry : " + line);
+            System.exit(0);
+        }
+    }
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/CostCard.java b/hw/hw3/starter-code/src/java/simpledb/CostCard.java
new file mode 100644
index 0000000..8114a5f
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/CostCard.java
@@ -0,0 +1,14 @@
+package simpledb;
+import java.util.Vector;
+
+/** Class returned by {@link JoinOptimizer#computeCostAndCardOfSubplan} specifying the
+    cost and cardinality of the optimal plan represented by plan.
+*/
+public class CostCard {
+    /** The cost of the optimal subplan */
+    public double cost;
+    /** The cardinality of the optimal subplan */
+    public int card;
+    /** The optimal subplan */
+    public Vector<LogicalJoinNode> plan;
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Database.java b/hw/hw3/starter-code/src/java/simpledb/Database.java
new file mode 100644
index 0000000..c9fc338
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Database.java
@@ -0,0 +1,81 @@
+package simpledb;
+
+import java.io.*;
+import java.util.concurrent.atomic.AtomicReference;
+
+/**
+ * Database is a class that initializes several static variables used by the
+ * database system (the catalog, the buffer pool, and the log files, in
+ * particular.)
+ * <p>
+ * Provides a set of methods that can be used to access these variables from
+ * anywhere.
+ * 
+ * @Threadsafe
+ */
+public class Database {
+    private static AtomicReference<Database> _instance = new AtomicReference<Database>(new Database());
+    private final Catalog _catalog;
+    private final BufferPool _bufferpool;
+
+    private final static String LOGFILENAME = "log";
+    private final LogFile _logfile;
+
+    private Database() {
+        _catalog = new Catalog();
+        _bufferpool = new BufferPool(BufferPool.DEFAULT_PAGES);
+        LogFile tmp = null;
+        try {
+            tmp = new LogFile(new File(LOGFILENAME));
+        } catch (IOException e) {
+            e.printStackTrace();
+            System.exit(1);
+        }
+        _logfile = tmp;
+        // startControllerThread();
+    }
+
+    /** Return the log file of the static Database instance */
+    public static LogFile getLogFile() {
+        return _instance.get()._logfile;
+    }
+
+    /** Return the buffer pool of the static Database instance */
+    public static BufferPool getBufferPool() {
+        return _instance.get()._bufferpool;
+    }
+
+    /** Return the catalog of the static Database instance */
+    public static Catalog getCatalog() {
+        return _instance.get()._catalog;
+    }
+
+    /**
+     * Method used for testing -- create a new instance of the buffer pool and
+     * return it
+     */
+    public static BufferPool resetBufferPool(int pages) {
+        java.lang.reflect.Field bufferPoolF=null;
+        try {
+            bufferPoolF = Database.class.getDeclaredField("_bufferpool");
+            bufferPoolF.setAccessible(true);
+            bufferPoolF.set(_instance.get(), new BufferPool(pages));
+        } catch (NoSuchFieldException e) {
+            e.printStackTrace();
+        } catch (SecurityException e) {
+            e.printStackTrace();
+        } catch (IllegalArgumentException e) {
+            e.printStackTrace();
+        } catch (IllegalAccessException e) {
+            e.printStackTrace();
+        }
+//        _instance._bufferpool = new BufferPool(pages);
+        return _instance.get()._bufferpool;
+    }
+
+    // reset the database, used for unit tests only.
+    public static void reset() {
+        _instance.set(new Database());
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/DbException.java b/hw/hw3/starter-code/src/java/simpledb/DbException.java
new file mode 100644
index 0000000..fe23217
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/DbException.java
@@ -0,0 +1,12 @@
+package simpledb;
+
+import java.lang.Exception;
+
+/** Generic database exception class */
+public class DbException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public DbException(String s) {
+        super(s);
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/DbFile.java b/hw/hw3/starter-code/src/java/simpledb/DbFile.java
new file mode 100644
index 0000000..294bf05
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/DbFile.java
@@ -0,0 +1,91 @@
+
+package simpledb;
+
+import java.util.*;
+import java.io.*;
+
+/**
+ * The interface for database files on disk. Each table is represented by a
+ * single DbFile. DbFiles can fetch pages and iterate through tuples. Each
+ * file has a unique id used to store metadata about the table in the Catalog.
+ * DbFiles are generally accessed through the buffer pool, rather than directly
+ * by operators.
+ */
+public interface DbFile {
+    /**
+     * Read the specified page from disk.
+     *
+     * @throws IllegalArgumentException if the page does not exist in this file.
+     */
+    public Page readPage(PageId id);
+
+    /**
+     * Push the specified page to disk.
+     *
+     * @param p The page to write.  page.getId().pageno() specifies the offset into the file where the page should be written.
+     * @throws IOException if the write fails
+     *
+     */
+    public void writePage(Page p) throws IOException;
+
+    /**
+     * Inserts the specified tuple to the file on behalf of transaction.
+     * This method will acquire a lock on the affected pages of the file, and
+     * may block until the lock can be acquired.
+     *
+     * @param tid The transaction performing the update
+     * @param t The tuple to add.  This tuple should be updated to reflect that
+     *          it is now stored in this file.
+     * @return An ArrayList contain the pages that were modified
+     * @throws DbException if the tuple cannot be added
+     * @throws IOException if the needed file can't be read/written
+     */
+    public ArrayList<Page> insertTuple(TransactionId tid, Tuple t)
+        throws DbException, IOException, TransactionAbortedException;
+
+    /**
+     * Removes the specified tuple from the file on behalf of the specified
+     * transaction.
+     * This method will acquire a lock on the affected pages of the file, and
+     * may block until the lock can be acquired.
+     *
+     * @param tid The transaction performing the update
+     * @param t The tuple to delete.  This tuple should be updated to reflect that
+     *          it is no longer stored on any page.
+     * @return An ArrayList contain the pages that were modified
+     * @throws DbException if the tuple cannot be deleted or is not a member
+     *   of the file
+     */
+    public ArrayList<Page> deleteTuple(TransactionId tid, Tuple t)
+        throws DbException, IOException, TransactionAbortedException;
+
+    /**
+     * Returns an iterator over all the tuples stored in this DbFile. The
+     * iterator must use {@link BufferPool#getPage}, rather than
+     * {@link #readPage} to iterate through the pages.
+     *
+     * @return an iterator over all the tuples stored in this DbFile.
+     */
+    public DbFileIterator iterator(TransactionId tid);
+
+    /**
+     * Returns a unique ID used to identify this DbFile in the Catalog. This id
+     * can be used to look up the table via {@link Catalog#getDatabaseFile} and
+     * {@link Catalog#getTupleDesc}.
+     * <p>
+     * Implementation note:  you will need to generate this tableid somewhere,
+     * ensure that each HeapFile has a "unique id," and that you always
+     * return the same value for a particular HeapFile. A simple implementation
+     * is to use the hash code of the absolute path of the file underlying
+     * the HeapFile, i.e. <code>f.getAbsoluteFile().hashCode()</code>.
+     *
+     * @return an ID uniquely identifying this HeapFile.
+     */
+    public int getId();
+    
+    /**
+     * Returns the TupleDesc of the table stored in this DbFile.
+     * @return TupleDesc of this DbFile.
+     */
+    public TupleDesc getTupleDesc();
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/DbFileIterator.java b/hw/hw3/starter-code/src/java/simpledb/DbFileIterator.java
new file mode 100644
index 0000000..cb9161e
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/DbFileIterator.java
@@ -0,0 +1,40 @@
+package simpledb;
+import java.util.*;
+
+/**
+ * DbFileIterator is the iterator interface that all SimpleDB Dbfile should
+ * implement.
+ */
+public interface DbFileIterator{
+    /**
+     * Opens the iterator
+     * @throws DbException when there are problems opening/accessing the database.
+     */
+    public void open()
+        throws DbException, TransactionAbortedException;
+
+    /** @return true if there are more tuples available. */
+    public boolean hasNext()
+        throws DbException, TransactionAbortedException;
+
+    /**
+     * Gets the next tuple from the operator (typically implementing by reading
+     * from a child operator or an access method).
+     *
+     * @return The next tuple in the iterator.
+     * @throws NoSuchElementException if there are no more tuples
+     */
+    public Tuple next()
+        throws DbException, TransactionAbortedException, NoSuchElementException;
+
+    /**
+     * Resets the iterator to the start.
+     * @throws DbException When rewind is unsupported.
+     */
+    public void rewind() throws DbException, TransactionAbortedException;
+
+    /**
+     * Closes the iterator.
+     */
+    public void close();
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/DbIterator.java b/hw/hw3/starter-code/src/java/simpledb/DbIterator.java
new file mode 100644
index 0000000..3831605
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/DbIterator.java
@@ -0,0 +1,56 @@
+package simpledb;
+import java.io.Serializable;
+import java.util.*;
+
+/**
+ * DbIterator is the iterator interface that all SimpleDB operators should
+ * implement. If the iterator is not open, none of the methods should work,
+ * and should throw an IllegalStateException.  In addition to any
+ * resource allocation/deallocation, an open method should call any
+ * child iterator open methods, and in a close method, an iterator
+ * should call its children's close methods.
+ */
+public interface DbIterator extends Serializable{
+  /**
+   * Opens the iterator. This must be called before any of the other methods.
+   * @throws DbException when there are problems opening/accessing the database.
+   */
+  public void open()
+      throws DbException, TransactionAbortedException;
+
+  /** Returns true if the iterator has more tuples.
+   * @return true f the iterator has more tuples.
+   * @throws IllegalStateException If the iterator has not been opened
+ */
+  public boolean hasNext() throws DbException, TransactionAbortedException;
+
+  /**
+   * Returns the next tuple from the operator (typically implementing by reading
+   * from a child operator or an access method).
+   *
+   * @return the next tuple in the iteration.
+   * @throws NoSuchElementException if there are no more tuples.
+   * @throws IllegalStateException If the iterator has not been opened
+   */
+  public Tuple next() throws DbException, TransactionAbortedException, NoSuchElementException;
+
+  /**
+   * Resets the iterator to the start.
+   * @throws DbException when rewind is unsupported.
+   * @throws IllegalStateException If the iterator has not been opened
+   */
+  public void rewind() throws DbException, TransactionAbortedException;
+
+  /**
+   * Returns the TupleDesc associated with this DbIterator. 
+   * @return the TupleDesc associated with this DbIterator.
+   */
+  public TupleDesc getTupleDesc();
+
+  /**
+   * Closes the iterator. When the iterator is closed, calling next(),
+   * hasNext(), or rewind() should fail by throwing IllegalStateException.
+   */
+  public void close();
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Debug.java b/hw/hw3/starter-code/src/java/simpledb/Debug.java
new file mode 100644
index 0000000..62281b5
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Debug.java
@@ -0,0 +1,54 @@
+
+package simpledb;
+
+/**
+ * Debug is a utility class that wraps println statements and allows
+ * more or less command line output to be turned on.
+ * <p>
+ * Change the value of the DEBUG_LEVEL constant using a system property:
+ * simpledb.Debug. For example, on the command line, use -Dsimpledb.Debug=x,
+ * or simply -Dsimpledb.Debug to enable it at level 0.
+ * The log(level, message, ...) method will print to standard output if the
+ * level number is less than or equal to the currently set DEBUG_LEVEL.
+ */
+
+public class Debug {
+  private static final int DEBUG_LEVEL;
+  static {
+      String debug = System.getProperty("simpledb.Debug");
+      if (debug == null) {
+          // No system property = disabled
+          DEBUG_LEVEL = -1;
+      } else if (debug == "") {
+          // Empty property = level 0
+          DEBUG_LEVEL = 0;
+      } else {
+          DEBUG_LEVEL = Integer.parseInt(debug);
+      }
+  }
+
+  private static final int DEFAULT_LEVEL = 0;
+
+  /** Log message if the log level >= level. Uses printf. */
+  public static void log(int level, String message, Object... args) {
+    if (isEnabled(level)) {
+      System.out.printf(message, args);
+      System.out.println();
+    }
+  }
+
+  /** @return true if level is being logged. */
+  public static boolean isEnabled(int level) {
+    return level <= DEBUG_LEVEL;
+  }
+
+  /** @return true if the default level is being logged. */
+  public static boolean isEnabled() {
+    return isEnabled(DEFAULT_LEVEL);
+  }
+
+  /** Logs message at the default log level. */
+  public static void log(String message, Object... args) {
+    log(DEFAULT_LEVEL, message, args);
+  }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Delete.java b/hw/hw3/starter-code/src/java/simpledb/Delete.java
new file mode 100644
index 0000000..5532cf5
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Delete.java
@@ -0,0 +1,68 @@
+package simpledb;
+
+import java.io.IOException;
+
+/**
+ * The delete operator. Delete reads tuples from its child operator and removes
+ * them from the table they belong to.
+ */
+public class Delete extends Operator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor specifying the transaction that this delete belongs to as
+     * well as the child to read from.
+     * 
+     * @param t
+     *            The transaction this delete runs in
+     * @param child
+     *            The child operator from which to read tuples for deletion
+     */
+    public Delete(TransactionId t, DbIterator child) {
+        // some code goes here
+    }
+
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    public void open() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    public void close() {
+        // some code goes here
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    /**
+     * Deletes tuples as they are read from the child operator. Deletes are
+     * processed via the buffer pool (which can be accessed via the
+     * Database.getBufferPool() method.
+     * 
+     * @return A 1-field tuple containing the number of deleted records.
+     * @see Database#getBufferPool
+     * @see BufferPool#deleteTuple
+     */
+    protected Tuple fetchNext() throws TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+        // some code goes here
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Field.java b/hw/hw3/starter-code/src/java/simpledb/Field.java
new file mode 100644
index 0000000..0b872eb
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Field.java
@@ -0,0 +1,40 @@
+package simpledb;
+
+import java.io.*;
+
+/**
+ * Interface for values of fields in tuples in SimpleDB.
+ */
+public interface Field extends Serializable{
+    /**
+     * Write the bytes representing this field to the specified
+     * DataOutputStream.
+     * @see DataOutputStream
+     * @param dos The DataOutputStream to write to.
+     */
+    void serialize(DataOutputStream dos) throws IOException;
+
+    /**
+     * Compare the value of this field object to the passed in value.
+     * @param op The operator
+     * @param value The value to compare this Field to
+     * @return Whether or not the comparison yields true.
+     */
+    public boolean compare(Predicate.Op op, Field value);
+
+    /**
+     * Returns the type of this field (see {@link Type#INT_TYPE} or {@link Type#STRING_TYPE}
+     * @return type of this field
+     */
+    public Type getType();
+    
+    /**
+     * Hash code.
+     * Different Field objects representing the same value should probably
+     * return the same hashCode.
+     */
+    public int hashCode();
+    public boolean equals(Object field);
+
+    public String toString();
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Filter.java b/hw/hw3/starter-code/src/java/simpledb/Filter.java
new file mode 100644
index 0000000..dc19297
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Filter.java
@@ -0,0 +1,74 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * Filter is an operator that implements a relational select.
+ */
+public class Filter extends Operator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor accepts a predicate to apply and a child operator to read
+     * tuples to filter from.
+     * 
+     * @param p
+     *            The predicate to filter tuples with
+     * @param child
+     *            The child operator
+     */
+    public Filter(Predicate p, DbIterator child) {
+        // some code goes here
+    }
+
+    public Predicate getPredicate() {
+        // some code goes here
+        return null;
+    }
+
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    public void open() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        // some code goes here
+    }
+
+    public void close() {
+        // some code goes here
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    /**
+     * AbstractDbIterator.readNext implementation. Iterates over tuples from the
+     * child operator, applying the predicate to them and returning those that
+     * pass the predicate (i.e. for which the Predicate.filter() returns true.)
+     * 
+     * @return The next tuple that passes the filter, or null if there are no
+     *         more tuples
+     * @see Predicate#filter
+     */
+    protected Tuple fetchNext() throws NoSuchElementException,
+            TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+        // some code goes here
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/HeapFile.java b/hw/hw3/starter-code/src/java/simpledb/HeapFile.java
new file mode 100644
index 0000000..dfa07b5
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/HeapFile.java
@@ -0,0 +1,106 @@
+package simpledb;
+
+import java.io.*;
+import java.util.*;
+
+/**
+ * HeapFile is an implementation of a DbFile that stores a collection of tuples
+ * in no particular order. Tuples are stored on pages, each of which is a fixed
+ * size, and the file is simply a collection of those pages. HeapFile works
+ * closely with HeapPage. The format of HeapPages is described in the HeapPage
+ * constructor.
+ * 
+ * @see simpledb.HeapPage#HeapPage
+ * @author Sam Madden
+ */
+public class HeapFile implements DbFile {
+
+    /**
+     * Constructs a heap file backed by the specified file.
+     * 
+     * @param f
+     *            the file that stores the on-disk backing store for this heap
+     *            file.
+     */
+    public HeapFile(File f, TupleDesc td) {
+        // some code goes here
+    }
+
+    /**
+     * Returns the File backing this HeapFile on disk.
+     * 
+     * @return the File backing this HeapFile on disk.
+     */
+    public File getFile() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Returns an ID uniquely identifying this HeapFile. Implementation note:
+     * you will need to generate this tableid somewhere ensure that each
+     * HeapFile has a "unique id," and that you always return the same value for
+     * a particular HeapFile. We suggest hashing the absolute file name of the
+     * file underlying the heapfile, i.e. f.getAbsoluteFile().hashCode().
+     * 
+     * @return an ID uniquely identifying this HeapFile.
+     */
+    public int getId() {
+        // some code goes here
+        throw new UnsupportedOperationException("implement this");
+    }
+
+    /**
+     * Returns the TupleDesc of the table stored in this DbFile.
+     * 
+     * @return TupleDesc of this DbFile.
+     */
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        throw new UnsupportedOperationException("implement this");
+    }
+
+    // see DbFile.java for javadocs
+    public Page readPage(PageId pid) {
+        // some code goes here
+        return null;
+    }
+
+    // see DbFile.java for javadocs
+    public void writePage(Page page) throws IOException {
+        // some code goes here
+    	// not necessary for this assignment
+    }
+
+    /**
+     * Returns the number of pages in this HeapFile.
+     */
+    public int numPages() {
+        // some code goes here
+        return 0;
+    }
+
+    // see DbFile.java for javadocs
+    public ArrayList<Page> insertTuple(TransactionId tid, Tuple t)
+            throws DbException, IOException, TransactionAbortedException {
+        // some code goes here
+    	// not necessary for this assignment
+        return null;
+    }
+
+    // see DbFile.java for javadocs
+    public ArrayList<Page> deleteTuple(TransactionId tid, Tuple t) throws DbException,
+            TransactionAbortedException {
+        // some code goes here
+    	// not necessary for this assignment
+        return null;
+    }
+
+    // see DbFile.java for javadocs
+    public DbFileIterator iterator(TransactionId tid) {
+        // some code goes here
+        return null;
+    }
+
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/HeapFileEncoder.java b/hw/hw3/starter-code/src/java/simpledb/HeapFileEncoder.java
new file mode 100644
index 0000000..dc575f9
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/HeapFileEncoder.java
@@ -0,0 +1,226 @@
+package simpledb;
+
+import java.io.*;
+import java.util.ArrayList;
+
+/**
+ * HeapFileEncoder reads a comma delimited text file or accepts
+ * an array of tuples and converts it to
+ * pages of binary data in the appropriate format for simpledb heap pages
+ * Pages are padded out to a specified length, and written consecutive in a
+ * data file.
+ */
+
+public class HeapFileEncoder {
+
+  /** Convert the specified tuple list (with only integer fields) into a binary
+   * page file. <br>
+   *
+   * The format of the output file will be as specified in HeapPage and
+   * HeapFile.
+   *
+   * @see HeapPage
+   * @see HeapFile
+   * @param tuples the tuples - a list of tuples, each represented by a list of integers that are
+   *        the field values for that tuple.
+   * @param outFile The output file to write data to
+   * @param npagebytes The number of bytes per page in the output file
+   * @param numFields the number of fields in each input tuple
+   * @throws IOException if the temporary/output file can't be opened
+   */
+  public static void convert(ArrayList<ArrayList<Integer>> tuples, File outFile, int npagebytes, int numFields) throws IOException {
+      File tempInput = File.createTempFile("tempTable", ".txt");
+      tempInput.deleteOnExit();
+      BufferedWriter bw = new BufferedWriter(new FileWriter(tempInput));
+      for (ArrayList<Integer> tuple : tuples) {
+          int writtenFields = 0;
+          for (Integer field : tuple) {
+              writtenFields++;
+              if (writtenFields > numFields) {
+                  throw new RuntimeException("Tuple has more than " + numFields + " fields: (" +
+                          Utility.listToString(tuple) + ")");
+              }
+              bw.write(String.valueOf(field));
+              if (writtenFields < numFields) {
+                  bw.write(',');
+              }
+          }
+          bw.write('\n');
+      }
+      bw.close();
+      convert(tempInput, outFile, npagebytes, numFields);
+  }
+
+      public static void convert(File inFile, File outFile, int npagebytes,
+                 int numFields) throws IOException {
+      Type[] ts = new Type[numFields];
+      for (int i = 0; i < ts.length; i++) {
+          ts[i] = Type.INT_TYPE;
+      }
+      convert(inFile,outFile,npagebytes,numFields,ts);
+      }
+
+  public static void convert(File inFile, File outFile, int npagebytes,
+                 int numFields, Type[] typeAr)
+      throws IOException {
+      convert(inFile,outFile,npagebytes,numFields,typeAr,',');
+  }
+
+   /** Convert the specified input text file into a binary
+    * page file. <br>
+    * Assume format of the input file is (note that only integer fields are
+    * supported):<br>
+    * int,...,int\n<br>
+    * int,...,int\n<br>
+    * ...<br>
+    * where each row represents a tuple.<br>
+    * <p>
+    * The format of the output file will be as specified in HeapPage and
+    * HeapFile.
+    *
+    * @see HeapPage
+    * @see HeapFile
+    * @param inFile The input file to read data from
+    * @param outFile The output file to write data to
+    * @param npagebytes The number of bytes per page in the output file
+    * @param numFields the number of fields in each input line/output tuple
+    * @throws IOException if the input/output file can't be opened or a
+    *   malformed input line is encountered
+    */
+  public static void convert(File inFile, File outFile, int npagebytes,
+                 int numFields, Type[] typeAr, char fieldSeparator)
+      throws IOException {
+
+      int nrecbytes = 0;
+      for (int i = 0; i < numFields ; i++) {
+          nrecbytes += typeAr[i].getLen();
+      }
+      int nrecords = (npagebytes * 8) /  (nrecbytes * 8 + 1);  //floor comes for free
+      
+    //  per record, we need one bit; there are nrecords per page, so we need
+    // nrecords bits, i.e., ((nrecords/32)+1) integers.
+    int nheaderbytes = (nrecords / 8);
+    if (nheaderbytes * 8 < nrecords)
+        nheaderbytes++;  //ceiling
+    int nheaderbits = nheaderbytes * 8;
+
+    BufferedReader br = new BufferedReader(new FileReader(inFile));
+    FileOutputStream os = new FileOutputStream(outFile);
+
+    // our numbers probably won't be much larger than 1024 digits
+    char buf[] = new char[1024];
+
+    int curpos = 0;
+    int recordcount = 0;
+    int npages = 0;
+    int fieldNo = 0;
+
+    ByteArrayOutputStream headerBAOS = new ByteArrayOutputStream(nheaderbytes);
+    DataOutputStream headerStream = new DataOutputStream(headerBAOS);
+    ByteArrayOutputStream pageBAOS = new ByteArrayOutputStream(npagebytes);
+    DataOutputStream pageStream = new DataOutputStream(pageBAOS);
+
+    boolean done = false;
+    boolean first = true;
+    while (!done) {
+        int c = br.read();
+        
+        // Ignore Windows/Notepad special line endings
+        if (c == '\r')
+            continue;
+
+        if (c == '\n') {
+            if (first)
+                continue;
+            recordcount++;
+            first = true;
+        } else
+            first = false;
+        if (c == fieldSeparator || c == '\n' || c == '\r') {
+            String s = new String(buf, 0, curpos);
+            if (typeAr[fieldNo] == Type.INT_TYPE) {
+                try {
+                    pageStream.writeInt(Integer.parseInt(s.trim()));
+                } catch (NumberFormatException e) {
+                    System.out.println ("BAD LINE : " + s);
+                }
+            }
+            else   if (typeAr[fieldNo] == Type.STRING_TYPE) {
+                s = s.trim();
+                int overflow = Type.STRING_LEN - s.length();
+                if (overflow < 0) {
+                    String news = s.substring(0,Type.STRING_LEN);
+                    s  = news;
+                }
+                pageStream.writeInt(s.length());
+                pageStream.writeBytes(s);
+                while (overflow-- > 0)
+                    pageStream.write((byte)0);
+            }
+            curpos = 0;
+            if (c == '\n')
+                fieldNo = 0;
+            else
+                fieldNo++;
+            
+        } else if (c == -1) {
+            done = true;
+            
+        } else {
+            buf[curpos++] = (char)c;
+            continue;
+        }
+        
+        // if we wrote a full page of records, or if we're done altogether,
+        // write out the header of the page.
+        //
+        // in the header, write a 1 for bits that correspond to records we've
+        // written and 0 for empty slots.
+        //
+        // when we're done, also flush the page to disk, but only if it has
+        // records on it.  however, if this file is empty, do flush an empty
+        // page to disk.
+        if (recordcount >= nrecords
+            || done && recordcount > 0
+            || done && npages == 0) {
+            int i = 0;
+            byte headerbyte = 0;
+            
+            for (i=0; i<nheaderbits; i++) {
+                if (i < recordcount)
+                    headerbyte |= (1 << (i % 8));
+                
+                if (((i+1) % 8) == 0) {
+                    headerStream.writeByte(headerbyte);
+                    headerbyte = 0;
+                }
+            }
+            
+            if (i % 8 > 0)
+                headerStream.writeByte(headerbyte);
+            
+            // pad the rest of the page with zeroes
+            
+            for (i=0; i<(npagebytes - (recordcount * nrecbytes + nheaderbytes)); i++)
+                pageStream.writeByte(0);
+            
+            // write header and body to file
+            headerStream.flush();
+            headerBAOS.writeTo(os);
+            pageStream.flush();
+            pageBAOS.writeTo(os);
+            
+            // reset header and body for next page
+            headerBAOS = new ByteArrayOutputStream(nheaderbytes);
+            headerStream = new DataOutputStream(headerBAOS);
+            pageBAOS = new ByteArrayOutputStream(npagebytes);
+            pageStream = new DataOutputStream(pageBAOS);
+            
+            recordcount = 0;
+            npages++;
+        }
+    }
+    br.close();
+    os.close();
+  }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/HeapPage.java b/hw/hw3/starter-code/src/java/simpledb/HeapPage.java
new file mode 100644
index 0000000..126e854
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/HeapPage.java
@@ -0,0 +1,303 @@
+package simpledb;
+
+import java.util.*;
+import java.io.*;
+
+/**
+ * Each instance of HeapPage stores data for one page of HeapFiles and 
+ * implements the Page interface that is used by BufferPool.
+ *
+ * @see HeapFile
+ * @see BufferPool
+ *
+ */
+public class HeapPage implements Page {
+
+    final HeapPageId pid;
+    final TupleDesc td;
+    final byte header[];
+    final Tuple tuples[];
+    final int numSlots;
+
+    byte[] oldData;
+    private final Byte oldDataLock=new Byte((byte)0);
+
+    /**
+     * Create a HeapPage from a set of bytes of data read from disk.
+     * The format of a HeapPage is a set of header bytes indicating
+     * the slots of the page that are in use, some number of tuple slots.
+     *  Specifically, the number of tuples is equal to: <p>
+     *          floor((BufferPool.getPageSize()*8) / (tuple size * 8 + 1))
+     * <p> where tuple size is the size of tuples in this
+     * database table, which can be determined via {@link Catalog#getTupleDesc}.
+     * The number of 8-bit header words is equal to:
+     * <p>
+     *      ceiling(no. tuple slots / 8)
+     * <p>
+     * @see Database#getCatalog
+     * @see Catalog#getTupleDesc
+     * @see BufferPool#getPageSize()
+     */
+    public HeapPage(HeapPageId id, byte[] data) throws IOException {
+        this.pid = id;
+        this.td = Database.getCatalog().getTupleDesc(id.getTableId());
+        this.numSlots = getNumTuples();
+        DataInputStream dis = new DataInputStream(new ByteArrayInputStream(data));
+
+        // allocate and read the header slots of this page
+        header = new byte[getHeaderSize()];
+        for (int i=0; i<header.length; i++)
+            header[i] = dis.readByte();
+        
+        tuples = new Tuple[numSlots];
+        try{
+            // allocate and read the actual records of this page
+            for (int i=0; i<tuples.length; i++)
+                tuples[i] = readNextTuple(dis,i);
+        }catch(NoSuchElementException e){
+            e.printStackTrace();
+        }
+        dis.close();
+
+        setBeforeImage();
+    }
+
+    /** Retrieve the number of tuples on this page.
+        @return the number of tuples on this page
+    */
+    private int getNumTuples() {        
+        // some code goes here
+        return 0;
+
+    }
+
+    /**
+     * Computes the number of bytes in the header of a page in a HeapFile with each tuple occupying tupleSize bytes
+     * @return the number of bytes in the header of a page in a HeapFile with each tuple occupying tupleSize bytes
+     */
+    private int getHeaderSize() {        
+        
+        // some code goes here
+        return 0;
+                 
+    }
+    
+    /** Return a view of this page before it was modified
+        -- used by recovery */
+    public HeapPage getBeforeImage(){
+    	 // not necessary for this assignment
+        return null;
+    }
+    
+    public void setBeforeImage() {
+        synchronized(oldDataLock)
+        {
+        oldData = getPageData().clone();
+        }
+    }
+
+    /**
+     * @return the PageId associated with this page.
+     */
+    public HeapPageId getId() {
+    // some code goes here
+    throw new UnsupportedOperationException("implement this");
+    }
+
+    /**
+     * Suck up tuples from the source file.
+     */
+    private Tuple readNextTuple(DataInputStream dis, int slotId) throws NoSuchElementException {
+        // if associated bit is not set, read forward to the next tuple, and
+        // return null.
+        if (!isSlotUsed(slotId)) {
+            for (int i=0; i<td.getSize(); i++) {
+                try {
+                    dis.readByte();
+                } catch (IOException e) {
+                    throw new NoSuchElementException("error reading empty tuple");
+                }
+            }
+            return null;
+        }
+
+        // read fields in the tuple
+        Tuple t = new Tuple(td);
+        RecordId rid = new RecordId(pid, slotId);
+        t.setRecordId(rid);
+        try {
+            for (int j=0; j<td.numFields(); j++) {
+                Field f = td.getFieldType(j).parse(dis);
+                t.setField(j, f);
+            }
+        } catch (java.text.ParseException e) {
+            e.printStackTrace();
+            throw new NoSuchElementException("parsing error!");
+        }
+
+        return t;
+    }
+
+    /**
+     * Generates a byte array representing the contents of this page.
+     * Used to serialize this page to disk.
+     * <p>
+     * The invariant here is that it should be possible to pass the byte
+     * array generated by getPageData to the HeapPage constructor and
+     * have it produce an identical HeapPage object.
+     *
+     * @see #HeapPage
+     * @return A byte array correspond to the bytes of this page.
+     */
+    public byte[] getPageData() {
+        int len = BufferPool.getPageSize();
+        ByteArrayOutputStream baos = new ByteArrayOutputStream(len);
+        DataOutputStream dos = new DataOutputStream(baos);
+
+        // create the header of the page
+        for (int i=0; i<header.length; i++) {
+            try {
+                dos.writeByte(header[i]);
+            } catch (IOException e) {
+                // this really shouldn't happen
+                e.printStackTrace();
+            }
+        }
+
+        // create the tuples
+        for (int i=0; i<tuples.length; i++) {
+
+            // empty slot
+            if (!isSlotUsed(i)) {
+                for (int j=0; j<td.getSize(); j++) {
+                    try {
+                        dos.writeByte(0);
+                    } catch (IOException e) {
+                        e.printStackTrace();
+                    }
+
+                }
+                continue;
+            }
+
+            // non-empty slot
+            for (int j=0; j<td.numFields(); j++) {
+                Field f = tuples[i].getField(j);
+                try {
+                    f.serialize(dos);
+                
+                } catch (IOException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        // padding
+        int zerolen = BufferPool.getPageSize() - (header.length + td.getSize() * tuples.length); //- numSlots * td.getSize();
+        byte[] zeroes = new byte[zerolen];
+        try {
+            dos.write(zeroes, 0, zerolen);
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+
+        try {
+            dos.flush();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+
+        return baos.toByteArray();
+    }
+
+    /**
+     * Static method to generate a byte array corresponding to an empty
+     * HeapPage.
+     * Used to add new, empty pages to the file. Passing the results of
+     * this method to the HeapPage constructor will create a HeapPage with
+     * no valid tuples in it.
+     *
+     * @return The returned ByteArray.
+     */
+    public static byte[] createEmptyPageData() {
+        int len = BufferPool.getPageSize();
+        return new byte[len]; //all 0
+    }
+
+    /**
+     * Delete the specified tuple from the page;  the tuple should be updated to reflect
+     *   that it is no longer stored on any page.
+     * @throws DbException if this tuple is not on this page, or tuple slot is
+     *         already empty.
+     * @param t The tuple to delete
+     */
+    public void deleteTuple(Tuple t) throws DbException {
+        // some code goes here
+    	// not necessary for this assignment
+    }
+
+    /**
+     * Adds the specified tuple to the page;  the tuple should be updated to reflect
+     *  that it is now stored on this page.
+     * @throws DbException if the page is full (no empty slots) or tupledesc
+     *         is mismatch.
+     * @param t The tuple to add.
+     */
+    public void insertTuple(Tuple t) throws DbException {
+        // some code goes here
+    	// not necessary for this assignment
+    }
+
+    /**
+     * Marks this page as dirty/not dirty and record that transaction
+     * that did the dirtying
+     */
+    public void markDirty(boolean dirty, TransactionId tid) {
+        // some code goes here
+    	// not necessary for this assignment
+    }
+
+    /**
+     * Returns the tid of the transaction that last dirtied this page, or null if the page is not dirty
+     */
+    public TransactionId isDirty() {
+        // some code goes here
+    	// not necessary for this assignment
+        return null;      
+    }
+
+    /**
+     * Returns the number of empty slots on this page.
+     */
+    public int getNumEmptySlots() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * Returns true if associated slot on this page is filled.
+     */
+    public boolean isSlotUsed(int i) {
+        // some code goes here
+        return false;
+    }
+
+    /**
+     * Abstraction to fill or clear a slot on this page.
+     */
+    private void markSlotUsed(int i, boolean value) {
+        // some code goes here
+    	// not necessary for this assignment
+    }
+
+    /**
+     * @return an iterator over all tuples on this page (calling remove on this iterator throws an UnsupportedOperationException)
+     * (note that this iterator shouldn't return tuples in empty slots!)
+     */
+    public Iterator<Tuple> iterator() {
+        // some code goes here
+        return null;
+    }
+
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/HeapPageId.java b/hw/hw3/starter-code/src/java/simpledb/HeapPageId.java
new file mode 100644
index 0000000..670a476
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/HeapPageId.java
@@ -0,0 +1,70 @@
+package simpledb;
+
+/** Unique identifier for HeapPage objects. */
+public class HeapPageId implements PageId {
+
+    /**
+     * Constructor. Create a page id structure for a specific page of a
+     * specific table.
+     *
+     * @param tableId The table that is being referenced
+     * @param pgNo The page number in that table.
+     */
+    public HeapPageId(int tableId, int pgNo) {
+        // some code goes here
+    }
+
+    /** @return the table associated with this PageId */
+    public int getTableId() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * @return the page number in the table getTableId() associated with
+     *   this PageId
+     */
+    public int pageNumber() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * @return a hash code for this page, represented by the concatenation of
+     *   the table number and the page number (needed if a PageId is used as a
+     *   key in a hash table in the BufferPool, for example.)
+     * @see BufferPool
+     */
+    public int hashCode() {
+        // some code goes here
+        throw new UnsupportedOperationException("implement this");
+    }
+
+    /**
+     * Compares one PageId to another.
+     *
+     * @param o The object to compare against (must be a PageId)
+     * @return true if the objects are equal (e.g., page numbers and table
+     *   ids are the same)
+     */
+    public boolean equals(Object o) {
+        // some code goes here
+        return false;
+    }
+
+    /**
+     *  Return a representation of this object as an array of
+     *  integers, for writing to disk.  Size of returned array must contain
+     *  number of integers that corresponds to number of args to one of the
+     *  constructors.
+     */
+    public int[] serialize() {
+        int data[] = new int[2];
+
+        data[0] = getTableId();
+        data[1] = pageNumber();
+
+        return data;
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Insert.java b/hw/hw3/starter-code/src/java/simpledb/Insert.java
new file mode 100644
index 0000000..4d7c587
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Insert.java
@@ -0,0 +1,74 @@
+package simpledb;
+
+/**
+ * Inserts tuples read from the child operator into the tableid specified in the
+ * constructor
+ */
+public class Insert extends Operator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor.
+     * 
+     * @param t
+     *            The transaction running the insert.
+     * @param child
+     *            The child operator from which to read tuples to be inserted.
+     * @param tableid
+     *            The table in which to insert tuples.
+     * @throws DbException
+     *             if TupleDesc of child differs from table into which we are to
+     *             insert.
+     */
+    public Insert(TransactionId t,DbIterator child, int tableid)
+            throws DbException {
+        // some code goes here
+    }
+
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    public void open() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    public void close() {
+        // some code goes here
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    /**
+     * Inserts tuples read from child into the tableid specified by the
+     * constructor. It returns a one field tuple containing the number of
+     * inserted records. Inserts should be passed through BufferPool. An
+     * instances of BufferPool is available via Database.getBufferPool(). Note
+     * that insert DOES NOT need check to see if a particular tuple is a
+     * duplicate before inserting it.
+     * 
+     * @return A 1-field tuple containing the number of inserted records, or
+     *         null if called more than once.
+     * @see Database#getBufferPool
+     * @see BufferPool#insertTuple
+     */
+    protected Tuple fetchNext() throws TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+        // some code goes here
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/IntField.java b/hw/hw3/starter-code/src/java/simpledb/IntField.java
new file mode 100644
index 0000000..e4fbd5c
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/IntField.java
@@ -0,0 +1,86 @@
+package simpledb;
+
+import java.io.*;
+
+/**
+ * Instance of Field that stores a single integer.
+ */
+public class IntField implements Field {
+    
+	private static final long serialVersionUID = 1L;
+	
+	private final int value;
+
+    public int getValue() {
+        return value;
+    }
+
+    /**
+     * Constructor.
+     *
+     * @param i The value of this field.
+     */
+    public IntField(int i) {
+        value = i;
+    }
+
+    public String toString() {
+        return Integer.toString(value);
+    }
+
+    public int hashCode() {
+        return value;
+    }
+
+    public boolean equals(Object field) {
+        return ((IntField) field).value == value;
+    }
+
+    public void serialize(DataOutputStream dos) throws IOException {
+        dos.writeInt(value);
+    }
+
+    /**
+     * Compare the specified field to the value of this Field.
+     * Return semantics are as specified by Field.compare
+     *
+     * @throws IllegalCastException if val is not an IntField
+     * @see Field#compare
+     */
+    public boolean compare(Predicate.Op op, Field val) {
+
+        IntField iVal = (IntField) val;
+
+        switch (op) {
+        case EQUALS:
+            return value == iVal.value;
+        case NOT_EQUALS:
+            return value != iVal.value;
+
+        case GREATER_THAN:
+            return value > iVal.value;
+
+        case GREATER_THAN_OR_EQ:
+            return value >= iVal.value;
+
+        case LESS_THAN:
+            return value < iVal.value;
+
+        case LESS_THAN_OR_EQ:
+            return value <= iVal.value;
+
+    case LIKE:
+        return value == iVal.value;
+        }
+
+        return false;
+    }
+
+    /**
+     * Return the Type of this field.
+     * @return Type.INT_TYPE
+     */
+	public Type getType() {
+		return Type.INT_TYPE;
+	}
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/IntegerAggregator.java b/hw/hw3/starter-code/src/java/simpledb/IntegerAggregator.java
new file mode 100644
index 0000000..ce2dcff
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/IntegerAggregator.java
@@ -0,0 +1,54 @@
+package simpledb;
+
+/**
+ * Knows how to compute some aggregate over a set of IntFields.
+ */
+public class IntegerAggregator implements Aggregator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Aggregate constructor
+     * 
+     * @param gbfield
+     *            the 0-based index of the group-by field in the tuple, or
+     *            NO_GROUPING if there is no grouping
+     * @param gbfieldtype
+     *            the type of the group by field (e.g., Type.INT_TYPE), or null
+     *            if there is no grouping
+     * @param afield
+     *            the 0-based index of the aggregate field in the tuple
+     * @param what
+     *            the aggregation operator
+     */
+
+    public IntegerAggregator(int gbfield, Type gbfieldtype, int afield, Op what) {
+        // some code goes here
+    }
+
+    /**
+     * Merge a new tuple into the aggregate, grouping as indicated in the
+     * constructor
+     * 
+     * @param tup
+     *            the Tuple containing an aggregate field and a group-by field
+     */
+    public void mergeTupleIntoGroup(Tuple tup) {
+        // some code goes here
+    }
+
+    /**
+     * Create a DbIterator over group aggregate results.
+     * 
+     * @return a DbIterator whose tuples are the pair (groupVal, aggregateVal)
+     *         if using group, or a single (aggregateVal) if no grouping. The
+     *         aggregateVal is determined by the type of aggregate specified in
+     *         the constructor.
+     */
+    public DbIterator iterator() {
+        // some code goes here
+        throw new
+        UnsupportedOperationException("please implement me for lab2");
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Join.java b/hw/hw3/starter-code/src/java/simpledb/Join.java
new file mode 100644
index 0000000..d85c7ba
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Join.java
@@ -0,0 +1,108 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * The Join operator implements the relational join operation.
+ */
+public class Join extends Operator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor. Accepts to children to join and the predicate to join them
+     * on
+     * 
+     * @param p
+     *            The predicate to use to join the children
+     * @param child1
+     *            Iterator for the left(outer) relation to join
+     * @param child2
+     *            Iterator for the right(inner) relation to join
+     */
+    public Join(JoinPredicate p, DbIterator child1, DbIterator child2) {
+        // some code goes here
+    }
+
+    public JoinPredicate getJoinPredicate() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * @return
+     *       the field name of join field1. Should be quantified by
+     *       alias or table name.
+     * */
+    public String getJoinField1Name() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * @return
+     *       the field name of join field2. Should be quantified by
+     *       alias or table name.
+     * */
+    public String getJoinField2Name() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * @see simpledb.TupleDesc#merge(TupleDesc, TupleDesc) for possible
+     *      implementation logic.
+     */
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    public void open() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        // some code goes here
+    }
+
+    public void close() {
+        // some code goes here
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    /**
+     * Returns the next tuple generated by the join, or null if there are no
+     * more tuples. Logically, this is the next tuple in r1 cross r2 that
+     * satisfies the join predicate. There are many possible implementations;
+     * the simplest is a nested loops join.
+     * <p>
+     * Note that the tuples returned from this particular implementation of Join
+     * are simply the concatenation of joining tuples from the left and right
+     * relation. Therefore, if an equality predicate is used there will be two
+     * copies of the join attribute in the results. (Removing such duplicate
+     * columns can be done with an additional projection operator if needed.)
+     * <p>
+     * For example, if one tuple is {1,2,3} and the other tuple is {1,5,6},
+     * joined on equality of the first column, then this returns {1,2,3,1,5,6}.
+     * 
+     * @return The next matching tuple.
+     * @see JoinPredicate#filter
+     */
+    protected Tuple fetchNext() throws TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        // some code goes here
+        return null;
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+        // some code goes here
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/JoinOptimizer.java b/hw/hw3/starter-code/src/java/simpledb/JoinOptimizer.java
new file mode 100644
index 0000000..d3ad836
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/JoinOptimizer.java
@@ -0,0 +1,557 @@
+package simpledb;
+
+import java.util.*;
+
+import javax.swing.*;
+import javax.swing.tree.*;
+
+/**
+ * The JoinOptimizer class is responsible for ordering a series of joins
+ * optimally, and for selecting the best instantiation of a join for a given
+ * logical plan.
+ */
+public class JoinOptimizer {
+    LogicalPlan p;
+    Vector<LogicalJoinNode> joins;
+
+    /**
+     * Constructor
+     * 
+     * @param p
+     *            the logical plan being optimized
+     * @param joins
+     *            the list of joins being performed
+     */
+    public JoinOptimizer(LogicalPlan p, Vector<LogicalJoinNode> joins) {
+        this.p = p;
+        this.joins = joins;
+    }
+
+    /**
+     * Return best iterator for computing a given logical join, given the
+     * specified statistics, and the provided left and right subplans. Note that
+     * there is insufficient information to determine which plan should be the
+     * inner/outer here -- because DbIterator's don't provide any cardinality
+     * estimates, and stats only has information about the base tables. For this
+     * reason, the plan1
+     * 
+     * @param lj
+     *            The join being considered
+     * @param plan1
+     *            The left join node's child
+     * @param plan2
+     *            The right join node's child
+     */
+    public static DbIterator instantiateJoin(LogicalJoinNode lj,
+            DbIterator plan1, DbIterator plan2) throws ParsingException {
+
+        int t1id = 0, t2id = 0;
+        DbIterator j;
+
+        try {
+            t1id = plan1.getTupleDesc().fieldNameToIndex(lj.f1QuantifiedName);
+        } catch (NoSuchElementException e) {
+            throw new ParsingException("Unknown field " + lj.f1QuantifiedName);
+        }
+
+        if (lj instanceof LogicalSubplanJoinNode) {
+            t2id = 0;
+        } else {
+            try {
+                t2id = plan2.getTupleDesc().fieldNameToIndex(
+                        lj.f2QuantifiedName);
+            } catch (NoSuchElementException e) {
+                throw new ParsingException("Unknown field "
+                        + lj.f2QuantifiedName);
+            }
+        }
+
+        JoinPredicate p = new JoinPredicate(t1id, lj.p, t2id);
+
+        j = new Join(p,plan1,plan2);
+
+        return j;
+
+    }
+
+    /**
+     * Estimate the cost of a join.
+     * 
+     * The cost of the join should be calculated based on the join algorithm (or
+     * algorithms) that you implemented for Lab 2. It should be a function of
+     * the amount of data that must be read over the course of the query, as
+     * well as the number of CPU opertions performed by your join. Assume that
+     * the cost of a single predicate application is roughly 1.
+     * 
+     * 
+     * @param j
+     *            A LogicalJoinNode representing the join operation being
+     *            performed.
+     * @param card1
+     *            Estimated cardinality of the left-hand side of the query
+     * @param card2
+     *            Estimated cardinality of the right-hand side of the query
+     * @param cost1
+     *            Estimated cost of one full scan of the table on the left-hand
+     *            side of the query
+     * @param cost2
+     *            Estimated cost of one full scan of the table on the right-hand
+     *            side of the query
+     * @return An estimate of the cost of this query, in terms of cost1 and
+     *         cost2
+     */
+    public double estimateJoinCost(LogicalJoinNode j, int card1, int card2,
+            double cost1, double cost2) {
+        if (j instanceof LogicalSubplanJoinNode) {
+            // A LogicalSubplanJoinNode represents a subquery.
+            // You do not need to implement proper support for these for Lab 4.
+            return card1 + cost1 + cost2;
+        } else {
+            // Insert your code here.
+            // HINT: You may need to use the variable "j" if you implemented
+            // a join algorithm that's more complicated than a basic
+            // nested-loops join.
+            return -1.0;
+        }
+    }
+
+    /**
+     * Estimate the cardinality of a join. The cardinality of a join is the
+     * number of tuples produced by the join.
+     * 
+     * @param j
+     *            A LogicalJoinNode representing the join operation being
+     *            performed.
+     * @param card1
+     *            Cardinality of the left-hand table in the join
+     * @param card2
+     *            Cardinality of the right-hand table in the join
+     * @param t1pkey
+     *            Is the left-hand table a primary-key table?
+     * @param t2pkey
+     *            Is the right-hand table a primary-key table?
+     * @param stats
+     *            The table stats, referenced by table names, not alias
+     * @return The cardinality of the join
+     */
+    public int estimateJoinCardinality(LogicalJoinNode j, int card1, int card2,
+            boolean t1pkey, boolean t2pkey, Map<String, TableStats> stats) {
+        if (j instanceof LogicalSubplanJoinNode) {
+            // A LogicalSubplanJoinNode represents a subquery.
+            // You do not need to implement proper support for these for Lab 4.
+            return card1;
+        } else {
+            return estimateTableJoinCardinality(j.p, j.t1Alias, j.t2Alias,
+                    j.f1PureName, j.f2PureName, card1, card2, t1pkey, t2pkey,
+                    stats, p.getTableAliasToIdMapping());
+        }
+    }
+
+    /**
+     * Estimate the join cardinality of two tables.
+     * */
+    public static int estimateTableJoinCardinality(Predicate.Op joinOp,
+            String table1Alias, String table2Alias, String field1PureName,
+            String field2PureName, int card1, int card2, boolean t1pkey,
+            boolean t2pkey, Map<String, TableStats> stats,
+            Map<String, Integer> tableAliasToId) {
+        int card = 1;
+        // some code goes here
+        return card <= 0 ? 1 : card;
+    }
+
+    /**
+     * Helper method to enumerate all of the subsets of a given size of a
+     * specified vector.
+     * 
+     * @param v
+     *            The vector whose subsets are desired
+     * @param size
+     *            The size of the subsets of interest
+     * @return a set of all subsets of the specified size
+     */
+    @SuppressWarnings("unchecked")
+    public <T> Set<Set<T>> enumerateSubsets(Vector<T> v, int size) {
+        Set<Set<T>> els = new HashSet<Set<T>>();
+        els.add(new HashSet<T>());
+        // Iterator<Set> it;
+        // long start = System.currentTimeMillis();
+
+        for (int i = 0; i < size; i++) {
+            Set<Set<T>> newels = new HashSet<Set<T>>();
+            for (Set<T> s : els) {
+                for (T t : v) {
+                    Set<T> news = (Set<T>) (((HashSet<T>) s).clone());
+                    if (news.add(t))
+                        newels.add(news);
+                }
+            }
+            els = newels;
+        }
+
+        return els;
+
+    }
+
+    /**
+     * Compute a logical, reasonably efficient join on the specified tables. See
+     * PS4 for hints on how this should be implemented.
+     * 
+     * @param stats
+     *            Statistics for each table involved in the join, referenced by
+     *            base table names, not alias
+     * @param filterSelectivities
+     *            Selectivities of the filter predicates on each table in the
+     *            join, referenced by table alias (if no alias, the base table
+     *            name)
+     * @param explain
+     *            Indicates whether your code should explain its query plan or
+     *            simply execute it
+     * @return A Vector<LogicalJoinNode> that stores joins in the left-deep
+     *         order in which they should be executed.
+     * @throws ParsingException
+     *             when stats or filter selectivities is missing a table in the
+     *             join, or or when another internal error occurs
+     */
+    public Vector<LogicalJoinNode> orderJoins(
+            HashMap<String, TableStats> stats,
+            HashMap<String, Double> filterSelectivities, boolean explain)
+            throws ParsingException {
+        //Not necessary for labs 1--3
+
+        // See the Lab 4 writeup for some hints as to how this function
+        // should work.
+
+        // some code goes here
+        //Replace the following
+        return joins;
+    }
+
+    // ===================== Private Methods =================================
+
+    /**
+     * This is a helper method that computes the cost and cardinality of joining
+     * joinToRemove to joinSet (joinSet should contain joinToRemove), given that
+     * all of the subsets of size joinSet.size() - 1 have already been computed
+     * and stored in PlanCache pc.
+     * 
+     * @param stats
+     *            table stats for all of the tables, referenced by table names
+     *            rather than alias (see {@link #orderJoins})
+     * @param filterSelectivities
+     *            the selectivities of the filters over each of the tables
+     *            (where tables are indentified by their alias or name if no
+     *            alias is given)
+     * @param joinToRemove
+     *            the join to remove from joinSet
+     * @param joinSet
+     *            the set of joins being considered
+     * @param bestCostSoFar
+     *            the best way to join joinSet so far (minimum of previous
+     *            invocations of computeCostAndCardOfSubplan for this joinSet,
+     *            from returned CostCard)
+     * @param pc
+     *            the PlanCache for this join; should have subplans for all
+     *            plans of size joinSet.size()-1
+     * @return A {@link CostCard} objects desribing the cost, cardinality,
+     *         optimal subplan
+     * @throws ParsingException
+     *             when stats, filterSelectivities, or pc object is missing
+     *             tables involved in join
+     */
+    @SuppressWarnings("unchecked")
+    private CostCard computeCostAndCardOfSubplan(
+            HashMap<String, TableStats> stats,
+            HashMap<String, Double> filterSelectivities,
+            LogicalJoinNode joinToRemove, Set<LogicalJoinNode> joinSet,
+            double bestCostSoFar, PlanCache pc) throws ParsingException {
+
+        LogicalJoinNode j = joinToRemove;
+
+        Vector<LogicalJoinNode> prevBest;
+
+        if (this.p.getTableId(j.t1Alias) == null)
+            throw new ParsingException("Unknown table " + j.t1Alias);
+        if (this.p.getTableId(j.t2Alias) == null)
+            throw new ParsingException("Unknown table " + j.t2Alias);
+
+        String table1Name = Database.getCatalog().getTableName(
+                this.p.getTableId(j.t1Alias));
+        String table2Name = Database.getCatalog().getTableName(
+                this.p.getTableId(j.t2Alias));
+        String table1Alias = j.t1Alias;
+        String table2Alias = j.t2Alias;
+
+        Set<LogicalJoinNode> news = (Set<LogicalJoinNode>) ((HashSet<LogicalJoinNode>) joinSet)
+                .clone();
+        news.remove(j);
+
+        double t1cost, t2cost;
+        int t1card, t2card;
+        boolean leftPkey, rightPkey;
+
+        if (news.isEmpty()) { // base case -- both are base relations
+            prevBest = new Vector<LogicalJoinNode>();
+            t1cost = stats.get(table1Name).estimateScanCost();
+            t1card = stats.get(table1Name).estimateTableCardinality(
+                    filterSelectivities.get(j.t1Alias));
+            leftPkey = isPkey(j.t1Alias, j.f1PureName);
+
+            t2cost = table2Alias == null ? 0 : stats.get(table2Name)
+                    .estimateScanCost();
+            t2card = table2Alias == null ? 0 : stats.get(table2Name)
+                    .estimateTableCardinality(
+                            filterSelectivities.get(j.t2Alias));
+            rightPkey = table2Alias == null ? false : isPkey(table2Alias,
+                    j.f2PureName);
+        } else {
+            // news is not empty -- figure best way to join j to news
+            prevBest = pc.getOrder(news);
+
+            // possible that we have not cached an answer, if subset
+            // includes a cross product
+            if (prevBest == null) {
+                return null;
+            }
+
+            double prevBestCost = pc.getCost(news);
+            int bestCard = pc.getCard(news);
+
+            // estimate cost of right subtree
+            if (doesJoin(prevBest, table1Alias)) { // j.t1 is in prevBest
+                t1cost = prevBestCost; // left side just has cost of whatever
+                                       // left
+                // subtree is
+                t1card = bestCard;
+                leftPkey = hasPkey(prevBest);
+
+                t2cost = j.t2Alias == null ? 0 : stats.get(table2Name)
+                        .estimateScanCost();
+                t2card = j.t2Alias == null ? 0 : stats.get(table2Name)
+                        .estimateTableCardinality(
+                                filterSelectivities.get(j.t2Alias));
+                rightPkey = j.t2Alias == null ? false : isPkey(j.t2Alias,
+                        j.f2PureName);
+            } else if (doesJoin(prevBest, j.t2Alias)) { // j.t2 is in prevbest
+                                                        // (both
+                // shouldn't be)
+                t2cost = prevBestCost; // left side just has cost of whatever
+                                       // left
+                // subtree is
+                t2card = bestCard;
+                rightPkey = hasPkey(prevBest);
+
+                t1cost = stats.get(table1Name).estimateScanCost();
+                t1card = stats.get(table1Name).estimateTableCardinality(
+                        filterSelectivities.get(j.t1Alias));
+                leftPkey = isPkey(j.t1Alias, j.f1PureName);
+
+            } else {
+                // don't consider this plan if one of j.t1 or j.t2
+                // isn't a table joined in prevBest (cross product)
+                return null;
+            }
+        }
+
+        // case where prevbest is left
+        double cost1 = estimateJoinCost(j, t1card, t2card, t1cost, t2cost);
+
+        LogicalJoinNode j2 = j.swapInnerOuter();
+        double cost2 = estimateJoinCost(j2, t2card, t1card, t2cost, t1cost);
+        if (cost2 < cost1) {
+            boolean tmp;
+            j = j2;
+            cost1 = cost2;
+            tmp = rightPkey;
+            rightPkey = leftPkey;
+            leftPkey = tmp;
+        }
+        if (cost1 >= bestCostSoFar)
+            return null;
+
+        CostCard cc = new CostCard();
+
+        cc.card = estimateJoinCardinality(j, t1card, t2card, leftPkey,
+                rightPkey, stats);
+        cc.cost = cost1;
+        cc.plan = (Vector<LogicalJoinNode>) prevBest.clone();
+        cc.plan.addElement(j); // prevbest is left -- add new join to end
+        return cc;
+    }
+
+    /**
+     * Return true if the specified table is in the list of joins, false
+     * otherwise
+     */
+    private boolean doesJoin(Vector<LogicalJoinNode> joinlist, String table) {
+        for (LogicalJoinNode j : joinlist) {
+            if (j.t1Alias.equals(table)
+                    || (j.t2Alias != null && j.t2Alias.equals(table)))
+                return true;
+        }
+        return false;
+    }
+
+    /**
+     * Return true if field is a primary key of the specified table, false
+     * otherwise
+     * 
+     * @param tableAlias
+     *            The alias of the table in the query
+     * @param field
+     *            The pure name of the field
+     */
+    private boolean isPkey(String tableAlias, String field) {
+        int tid1 = p.getTableId(tableAlias);
+        String pkey1 = Database.getCatalog().getPrimaryKey(tid1);
+
+        return pkey1.equals(field);
+    }
+
+    /**
+     * Return true if a primary key field is joined by one of the joins in
+     * joinlist
+     */
+    private boolean hasPkey(Vector<LogicalJoinNode> joinlist) {
+        for (LogicalJoinNode j : joinlist) {
+            if (isPkey(j.t1Alias, j.f1PureName)
+                    || (j.t2Alias != null && isPkey(j.t2Alias, j.f2PureName)))
+                return true;
+        }
+        return false;
+
+    }
+
+    /**
+     * Helper function to display a Swing window with a tree representation of
+     * the specified list of joins. See {@link #orderJoins}, which may want to
+     * call this when the analyze flag is true.
+     * 
+     * @param js
+     *            the join plan to visualize
+     * @param pc
+     *            the PlanCache accumulated whild building the optimal plan
+     * @param stats
+     *            table statistics for base tables
+     * @param selectivities
+     *            the selectivities of the filters over each of the tables
+     *            (where tables are indentified by their alias or name if no
+     *            alias is given)
+     */
+    private void printJoins(Vector<LogicalJoinNode> js, PlanCache pc,
+            HashMap<String, TableStats> stats,
+            HashMap<String, Double> selectivities) {
+
+        JFrame f = new JFrame("Join Plan for " + p.getQuery());
+
+        // Set the default close operation for the window,
+        // or else the program won't exit when clicking close button
+        f.setDefaultCloseOperation(WindowConstants.DISPOSE_ON_CLOSE);
+
+        f.setVisible(true);
+
+        f.setSize(300, 500);
+
+        HashMap<String, DefaultMutableTreeNode> m = new HashMap<String, DefaultMutableTreeNode>();
+
+        // int numTabs = 0;
+
+        // int k;
+        DefaultMutableTreeNode root = null, treetop = null;
+        HashSet<LogicalJoinNode> pathSoFar = new HashSet<LogicalJoinNode>();
+        boolean neither;
+
+        System.out.println(js);
+        for (LogicalJoinNode j : js) {
+            pathSoFar.add(j);
+            System.out.println("PATH SO FAR = " + pathSoFar);
+
+            String table1Name = Database.getCatalog().getTableName(
+                    this.p.getTableId(j.t1Alias));
+            String table2Name = Database.getCatalog().getTableName(
+                    this.p.getTableId(j.t2Alias));
+
+            // Double c = pc.getCost(pathSoFar);
+            neither = true;
+
+            root = new DefaultMutableTreeNode("Join " + j + " (Cost ="
+                    + pc.getCost(pathSoFar) + ", card = "
+                    + pc.getCard(pathSoFar) + ")");
+            DefaultMutableTreeNode n = m.get(j.t1Alias);
+            if (n == null) { // never seen this table before
+                n = new DefaultMutableTreeNode(j.t1Alias
+                        + " (Cost = "
+                        + stats.get(table1Name).estimateScanCost()
+                        + ", card = "
+                        + stats.get(table1Name).estimateTableCardinality(
+                                selectivities.get(j.t1Alias)) + ")");
+                root.add(n);
+            } else {
+                // make left child root n
+                root.add(n);
+                neither = false;
+            }
+            m.put(j.t1Alias, root);
+
+            n = m.get(j.t2Alias);
+            if (n == null) { // never seen this table before
+
+                n = new DefaultMutableTreeNode(
+                        j.t2Alias == null ? "Subplan"
+                                : (j.t2Alias
+                                        + " (Cost = "
+                                        + stats.get(table2Name)
+                                                .estimateScanCost()
+                                        + ", card = "
+                                        + stats.get(table2Name)
+                                                .estimateTableCardinality(
+                                                        selectivities
+                                                                .get(j.t2Alias)) + ")"));
+                root.add(n);
+            } else {
+                // make right child root n
+                root.add(n);
+                neither = false;
+            }
+            m.put(j.t2Alias, root);
+
+            // unless this table doesn't join with other tables,
+            // all tables are accessed from root
+            if (!neither) {
+                for (String key : m.keySet()) {
+                    m.put(key, root);
+                }
+            }
+
+            treetop = root;
+        }
+
+        JTree tree = new JTree(treetop);
+        JScrollPane treeView = new JScrollPane(tree);
+
+        tree.setShowsRootHandles(true);
+
+        // Set the icon for leaf nodes.
+        ImageIcon leafIcon = new ImageIcon("join.jpg");
+        DefaultTreeCellRenderer renderer = new DefaultTreeCellRenderer();
+        renderer.setOpenIcon(leafIcon);
+        renderer.setClosedIcon(leafIcon);
+
+        tree.setCellRenderer(renderer);
+
+        f.setSize(300, 500);
+
+        f.add(treeView);
+        for (int i = 0; i < tree.getRowCount(); i++) {
+            tree.expandRow(i);
+        }
+
+        if (js.size() == 0) {
+            f.add(new JLabel("No joins in plan."));
+        }
+
+        f.pack();
+
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/JoinPredicate.java b/hw/hw3/starter-code/src/java/simpledb/JoinPredicate.java
new file mode 100644
index 0000000..2ca7672
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/JoinPredicate.java
@@ -0,0 +1,59 @@
+package simpledb;
+
+import java.io.Serializable;
+
+/**
+ * JoinPredicate compares fields of two tuples using a predicate. JoinPredicate
+ * is most likely used by the Join operator.
+ */
+public class JoinPredicate implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Constructor -- create a new predicate over two fields of two tuples.
+     * 
+     * @param field1
+     *            The field index into the first tuple in the predicate
+     * @param field2
+     *            The field index into the second tuple in the predicate
+     * @param op
+     *            The operation to apply (as defined in Predicate.Op); either
+     *            Predicate.Op.GREATER_THAN, Predicate.Op.LESS_THAN,
+     *            Predicate.Op.EQUAL, Predicate.Op.GREATER_THAN_OR_EQ, or
+     *            Predicate.Op.LESS_THAN_OR_EQ
+     * @see Predicate
+     */
+    public JoinPredicate(int field1, Predicate.Op op, int field2) {
+        // some code goes here
+    }
+
+    /**
+     * Apply the predicate to the two specified tuples. The comparison can be
+     * made through Field's compare method.
+     * 
+     * @return true if the tuples satisfy the predicate.
+     */
+    public boolean filter(Tuple t1, Tuple t2) {
+        // some code goes here
+        return false;
+    }
+    
+    public int getField1()
+    {
+        // some code goes here
+        return -1;
+    }
+    
+    public int getField2()
+    {
+        // some code goes here
+        return -1;
+    }
+    
+    public Predicate.Op getOperator()
+    {
+        // some code goes here
+        return null;
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogFile.java b/hw/hw3/starter-code/src/java/simpledb/LogFile.java
new file mode 100644
index 0000000..f460536
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogFile.java
@@ -0,0 +1,510 @@
+
+package simpledb;
+
+import java.io.*;
+import java.util.*;
+import java.lang.reflect.*;
+
+/**
+LogFile implements the recovery subsystem of SimpleDb.  This class is
+able to write different log records as needed, but it is the
+responsibility of the caller to ensure that write ahead logging and
+two-phase locking discipline are followed.  <p>
+
+<u> Locking note: </u>
+<p>
+
+Many of the methods here are synchronized (to prevent concurrent log
+writes from happening); many of the methods in BufferPool are also
+synchronized (for similar reasons.)  Problem is that BufferPool writes
+log records (on page flushed) and the log file flushes BufferPool
+pages (on checkpoints and recovery.)  This can lead to deadlock.  For
+that reason, any LogFile operation that needs to access the BufferPool
+must not be declared synchronized and must begin with a block like:
+
+<p>
+<pre>
+    synchronized (Database.getBufferPool()) {
+       synchronized (this) {
+
+       ..
+
+       }
+    }
+</pre>
+*/
+
+/**
+<p> The format of the log file is as follows:
+
+<ul>
+
+<li> The first long integer of the file represents the offset of the
+last written checkpoint, or -1 if there are no checkpoints
+
+<li> All additional data in the log consists of log records.  Log
+records are variable length.
+
+<li> Each log record begins with an integer type and a long integer
+transaction id.
+
+<li> Each log record ends with a long integer file offset representing
+the position in the log file where the record began.
+
+<li> There are five record types: ABORT, COMMIT, UPDATE, BEGIN, and
+CHECKPOINT
+
+<li> ABORT, COMMIT, and BEGIN records contain no additional data
+
+<li>UPDATE RECORDS consist of two entries, a before image and an
+after image.  These images are serialized Page objects, and can be
+accessed with the LogFile.readPageData() and LogFile.writePageData()
+methods.  See LogFile.print() for an example.
+
+<li> CHECKPOINT records consist of active transactions at the time
+the checkpoint was taken and their first log record on disk.  The format
+of the record is an integer count of the number of transactions, as well
+as a long integer transaction id and a long integer first record offset
+for each active transaction.
+
+</ul>
+
+*/
+
+public class LogFile {
+
+    final File logFile;
+    private RandomAccessFile raf;
+    Boolean recoveryUndecided; // no call to recover() and no append to log
+
+    static final int ABORT_RECORD = 1;
+    static final int COMMIT_RECORD = 2;
+    static final int UPDATE_RECORD = 3;
+    static final int BEGIN_RECORD = 4;
+    static final int CHECKPOINT_RECORD = 5;
+    static final long NO_CHECKPOINT_ID = -1;
+
+    final static int INT_SIZE = 4;
+    final static int LONG_SIZE = 8;
+
+    long currentOffset = -1;//protected by this
+//    int pageSize;
+    int totalRecords = 0; // for PatchTest //protected by this
+
+    HashMap<Long,Long> tidToFirstLogRecord = new HashMap<Long,Long>();
+
+    /** Constructor.
+        Initialize and back the log file with the specified file.
+        We're not sure yet whether the caller is creating a brand new DB,
+        in which case we should ignore the log file, or whether the caller
+        will eventually want to recover (after populating the Catalog).
+        So we make this decision lazily: if someone calls recover(), then
+        do it, while if someone starts adding log file entries, then first
+        throw out the initial log file contents.
+
+        @param f The log file's name
+    */
+    public LogFile(File f) throws IOException {
+	this.logFile = f;
+        raf = new RandomAccessFile(f, "rw");
+        recoveryUndecided = true;
+
+        // install shutdown hook to force cleanup on close
+        // Runtime.getRuntime().addShutdownHook(new Thread() {
+                // public void run() { shutdown(); }
+            // });
+
+        //XXX WARNING -- there is nothing that verifies that the specified
+        // log file actually corresponds to the current catalog.
+        // This could cause problems since we log tableids, which may or
+        // may not match tableids in the current catalog.
+    }
+
+    // we're about to append a log record. if we weren't sure whether the
+    // DB wants to do recovery, we're sure now -- it didn't. So truncate
+    // the log.
+    void preAppend() throws IOException {
+        totalRecords++;
+        if(recoveryUndecided){
+            recoveryUndecided = false;
+            raf.seek(0);
+            raf.setLength(0);
+            raf.writeLong(NO_CHECKPOINT_ID);
+            raf.seek(raf.length());
+            currentOffset = raf.getFilePointer();
+        }
+    }
+
+    public synchronized int getTotalRecords() {
+        return totalRecords;
+    }
+    
+    /** Write an abort record to the log for the specified tid, force
+        the log to disk, and perform a rollback
+        @param tid The aborting transaction.
+    */
+    public void logAbort(TransactionId tid) throws IOException {
+        // must have buffer pool lock before proceeding, since this
+        // calls rollback
+
+        synchronized (Database.getBufferPool()) {
+
+            synchronized(this) {
+                preAppend();
+                //Debug.log("ABORT");
+                //should we verify that this is a live transaction?
+
+                // must do this here, since rollback only works for
+                // live transactions (needs tidToFirstLogRecord)
+                rollback(tid);
+
+                raf.writeInt(ABORT_RECORD);
+                raf.writeLong(tid.getId());
+                raf.writeLong(currentOffset);
+                currentOffset = raf.getFilePointer();
+                force();
+                tidToFirstLogRecord.remove(tid.getId());
+            }
+        }
+    }
+
+    /** Write a commit record to disk for the specified tid,
+        and force the log to disk.
+
+        @param tid The committing transaction.
+    */
+    public synchronized void logCommit(TransactionId tid) throws IOException {
+        preAppend();
+        Debug.log("COMMIT " + tid.getId());
+        //should we verify that this is a live transaction?
+
+        raf.writeInt(COMMIT_RECORD);
+        raf.writeLong(tid.getId());
+        raf.writeLong(currentOffset);
+        currentOffset = raf.getFilePointer();
+        force();
+        tidToFirstLogRecord.remove(tid.getId());
+    }
+
+    /** Write an UPDATE record to disk for the specified tid and page
+        (with provided         before and after images.)
+        @param tid The transaction performing the write
+        @param before The before image of the page
+        @param after The after image of the page
+
+        @see simpledb.Page#getBeforeImage
+    */
+    public  synchronized void logWrite(TransactionId tid, Page before,
+                                       Page after)
+        throws IOException  {
+        Debug.log("WRITE, offset = " + raf.getFilePointer());
+        preAppend();
+        /* update record conists of
+
+           record type
+           transaction id
+           before page data (see writePageData)
+           after page data
+           start offset
+        */
+        raf.writeInt(UPDATE_RECORD);
+        raf.writeLong(tid.getId());
+
+        writePageData(raf,before);
+        writePageData(raf,after);
+        raf.writeLong(currentOffset);
+        currentOffset = raf.getFilePointer();
+
+        Debug.log("WRITE OFFSET = " + currentOffset);
+    }
+
+    void writePageData(RandomAccessFile raf, Page p) throws IOException{
+        PageId pid = p.getId();
+        int pageInfo[] = pid.serialize();
+
+        //page data is:
+        // page class name
+        // id class name
+        // id class bytes
+        // id class data
+        // page class bytes
+        // page class data
+
+        String pageClassName = p.getClass().getName();
+        String idClassName = pid.getClass().getName();
+
+        raf.writeUTF(pageClassName);
+        raf.writeUTF(idClassName);
+
+        raf.writeInt(pageInfo.length);
+        for (int i = 0; i < pageInfo.length; i++) {
+            raf.writeInt(pageInfo[i]);
+        }
+        byte[] pageData = p.getPageData();
+        raf.writeInt(pageData.length);
+        raf.write(pageData);
+        //        Debug.log ("WROTE PAGE DATA, CLASS = " + pageClassName + ", table = " +  pid.getTableId() + ", page = " + pid.pageno());
+    }
+
+    Page readPageData(RandomAccessFile raf) throws IOException {
+        PageId pid;
+        Page newPage = null;
+
+        String pageClassName = raf.readUTF();
+        String idClassName = raf.readUTF();
+
+        try {
+            Class<?> idClass = Class.forName(idClassName);
+            Class<?> pageClass = Class.forName(pageClassName);
+
+            Constructor<?>[] idConsts = idClass.getDeclaredConstructors();
+            int numIdArgs = raf.readInt();
+            Object idArgs[] = new Object[numIdArgs];
+            for (int i = 0; i<numIdArgs;i++) {
+                idArgs[i] = new Integer(raf.readInt());
+            }
+            pid = (PageId)idConsts[0].newInstance(idArgs);
+
+            Constructor<?>[] pageConsts = pageClass.getDeclaredConstructors();
+            int pageSize = raf.readInt();
+
+            byte[] pageData = new byte[pageSize];
+            raf.read(pageData); //read before image
+
+            Object[] pageArgs = new Object[2];
+            pageArgs[0] = pid;
+            pageArgs[1] = pageData;
+
+            newPage = (Page)pageConsts[0].newInstance(pageArgs);
+
+            //            Debug.log("READ PAGE OF TYPE " + pageClassName + ", table = " + newPage.getId().getTableId() + ", page = " + newPage.getId().pageno());
+        } catch (ClassNotFoundException e){
+            e.printStackTrace();
+            throw new IOException();
+        } catch (InstantiationException e) {
+            e.printStackTrace();
+            throw new IOException();
+        } catch (IllegalAccessException e) {
+            e.printStackTrace();
+            throw new IOException();
+        } catch (InvocationTargetException e) {
+            e.printStackTrace();
+            throw new IOException();
+        }
+        return newPage;
+
+    }
+
+    /** Write a BEGIN record for the specified transaction
+        @param tid The transaction that is beginning
+
+    */
+    public synchronized  void logXactionBegin(TransactionId tid)
+        throws IOException {
+        Debug.log("BEGIN");
+        if(tidToFirstLogRecord.get(tid.getId()) != null){
+            System.err.printf("logXactionBegin: already began this tid\n");
+            throw new IOException("double logXactionBegin()");
+        }
+        preAppend();
+        raf.writeInt(BEGIN_RECORD);
+        raf.writeLong(tid.getId());
+        raf.writeLong(currentOffset);
+        tidToFirstLogRecord.put(tid.getId(), currentOffset);
+        currentOffset = raf.getFilePointer();
+
+        Debug.log("BEGIN OFFSET = " + currentOffset);
+    }
+
+    /** Checkpoint the log and write a checkpoint record. */
+    public void logCheckpoint() throws IOException {
+        //make sure we have buffer pool lock before proceeding
+        synchronized (Database.getBufferPool()) {
+            synchronized (this) {
+                //Debug.log("CHECKPOINT, offset = " + raf.getFilePointer());
+                preAppend();
+                long startCpOffset, endCpOffset;
+                Set<Long> keys = tidToFirstLogRecord.keySet();
+                Iterator<Long> els = keys.iterator();
+                force();
+                Database.getBufferPool().flushAllPages();
+                startCpOffset = raf.getFilePointer();
+                raf.writeInt(CHECKPOINT_RECORD);
+                raf.writeLong(-1); //no tid , but leave space for convenience
+
+                //write list of outstanding transactions
+                raf.writeInt(keys.size());
+                while (els.hasNext()) {
+                    Long key = els.next();
+                    Debug.log("WRITING CHECKPOINT TRANSACTION ID: " + key);
+                    raf.writeLong(key);
+                    //Debug.log("WRITING CHECKPOINT TRANSACTION OFFSET: " + tidToFirstLogRecord.get(key));
+                    raf.writeLong(tidToFirstLogRecord.get(key));
+                }
+
+                //once the CP is written, make sure the CP location at the
+                // beginning of the log file is updated
+                endCpOffset = raf.getFilePointer();
+                raf.seek(0);
+                raf.writeLong(startCpOffset);
+                raf.seek(endCpOffset);
+                raf.writeLong(currentOffset);
+                currentOffset = raf.getFilePointer();
+                //Debug.log("CP OFFSET = " + currentOffset);
+            }
+        }
+
+        logTruncate();
+    }
+
+    /** Truncate any unneeded portion of the log to reduce its space
+        consumption */
+    public synchronized void logTruncate() throws IOException {
+        preAppend();
+        raf.seek(0);
+        long cpLoc = raf.readLong();
+
+        long minLogRecord = cpLoc;
+
+        if (cpLoc != -1L) {
+            raf.seek(cpLoc);
+            int cpType = raf.readInt();
+            @SuppressWarnings("unused")
+            long cpTid = raf.readLong();
+
+            if (cpType != CHECKPOINT_RECORD) {
+                throw new RuntimeException("Checkpoint pointer does not point to checkpoint record");
+            }
+
+            int numOutstanding = raf.readInt();
+
+            for (int i = 0; i < numOutstanding; i++) {
+                @SuppressWarnings("unused")
+                long tid = raf.readLong();
+                long firstLogRecord = raf.readLong();
+                if (firstLogRecord < minLogRecord) {
+                    minLogRecord = firstLogRecord;
+                }
+            }
+        }
+
+        // we can truncate everything before minLogRecord
+        File newFile = new File("logtmp" + System.currentTimeMillis());
+        RandomAccessFile logNew = new RandomAccessFile(newFile, "rw");
+        logNew.seek(0);
+        logNew.writeLong((cpLoc - minLogRecord) + LONG_SIZE);
+
+        raf.seek(minLogRecord);
+
+        //have to rewrite log records since offsets are different after truncation
+        while (true) {
+            try {
+                int type = raf.readInt();
+                long record_tid = raf.readLong();
+                long newStart = logNew.getFilePointer();
+
+                Debug.log("NEW START = " + newStart);
+
+                logNew.writeInt(type);
+                logNew.writeLong(record_tid);
+
+                switch (type) {
+                case UPDATE_RECORD:
+                    Page before = readPageData(raf);
+                    Page after = readPageData(raf);
+
+                    writePageData(logNew, before);
+                    writePageData(logNew, after);
+                    break;
+                case CHECKPOINT_RECORD:
+                    int numXactions = raf.readInt();
+                    logNew.writeInt(numXactions);
+                    while (numXactions-- > 0) {
+                        long xid = raf.readLong();
+                        long xoffset = raf.readLong();
+                        logNew.writeLong(xid);
+                        logNew.writeLong((xoffset - minLogRecord) + LONG_SIZE);
+                    }
+                    break;
+                case BEGIN_RECORD:
+                    tidToFirstLogRecord.put(record_tid,newStart);
+                    break;
+                }
+
+                //all xactions finish with a pointer
+                logNew.writeLong(newStart);
+                raf.readLong();
+
+            } catch (EOFException e) {
+                break;
+            }
+        }
+
+        Debug.log("TRUNCATING LOG;  WAS " + raf.length() + " BYTES ; NEW START : " + minLogRecord + " NEW LENGTH: " + (raf.length() - minLogRecord));
+
+        raf.close();
+        logFile.delete();
+        newFile.renameTo(logFile);
+        raf = new RandomAccessFile(logFile, "rw");
+        raf.seek(raf.length());
+        newFile.delete();
+
+        currentOffset = raf.getFilePointer();
+        //print();
+    }
+
+    /** Rollback the specified transaction, setting the state of any
+        of pages it updated to their pre-updated state.  To preserve
+        transaction semantics, this should not be called on
+        transactions that have already committed (though this may not
+        be enforced by this method.)
+
+        @param tid The transaction to rollback
+    */
+    public void rollback(TransactionId tid)
+        throws NoSuchElementException, IOException {
+        synchronized (Database.getBufferPool()) {
+            synchronized(this) {
+                preAppend();
+                // some code goes here
+            }
+        }
+    }
+
+    /** Shutdown the logging system, writing out whatever state
+        is necessary so that start up can happen quickly (without
+        extensive recovery.)
+    */
+    public synchronized void shutdown() {
+        try {
+            logCheckpoint();  //simple way to shutdown is to write a checkpoint record
+            raf.close();
+        } catch (IOException e) {
+            System.out.println("ERROR SHUTTING DOWN -- IGNORING.");
+            e.printStackTrace();
+        }
+    }
+
+    /** Recover the database system by ensuring that the updates of
+        committed transactions are installed and that the
+        updates of uncommitted transactions are not installed.
+    */
+    public void recover() throws IOException {
+        synchronized (Database.getBufferPool()) {
+            synchronized (this) {
+                recoveryUndecided = false;
+                // some code goes here
+            }
+         }
+    }
+
+    /** Print out a human readable represenation of the log */
+    public void print() throws IOException {
+        // some code goes here
+    }
+
+    public  synchronized void force() throws IOException {
+        raf.getChannel().force(true);
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalFilterNode.java b/hw/hw3/starter-code/src/java/simpledb/LogicalFilterNode.java
new file mode 100644
index 0000000..d3b5908
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalFilterNode.java
@@ -0,0 +1,35 @@
+package simpledb;
+
+/** A LogicalFilterNode represents the parameters of a filter in the WHERE clause of a query. 
+    <p>
+    Filter is of the form t.f p c
+    <p>
+    Where t is a table, f is a field in t, p is a predicate, and c is a constant
+*/
+public class LogicalFilterNode {
+    /** The alias of a table (or the name if no alias) over which the filter ranges */
+    public String tableAlias;
+
+    /** The predicate in the filter */
+    public Predicate.Op p;
+    
+    /* The constant on the right side of the filter */
+    public String c;
+    
+    /** The field from t which is in the filter. The pure name, without alias or tablename*/
+    public String fieldPureName;
+    
+    public String fieldQuantifiedName;
+    
+    public LogicalFilterNode(String table, String field, Predicate.Op pred, String constant) {
+        tableAlias = table;
+        p = pred;
+        c = constant;
+        String[] tmps = field.split("[.]");
+        if (tmps.length>1)
+            fieldPureName = tmps[tmps.length-1];
+        else
+            fieldPureName=field;
+        this.fieldQuantifiedName = tableAlias+"."+fieldPureName;
+    }
+}
\ No newline at end of file
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalJoinNode.java b/hw/hw3/starter-code/src/java/simpledb/LogicalJoinNode.java
new file mode 100644
index 0000000..f81cb26
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalJoinNode.java
@@ -0,0 +1,79 @@
+package simpledb;
+
+/** A LogicalJoinNode represens the state needed of a join of two
+ * tables in a LogicalQueryPlan */
+public class LogicalJoinNode {
+
+    /** The first table to join (may be null). It's the alias of the table (if no alias, the true table name) */
+    public String t1Alias;
+
+    /** The second table to join (may be null).  It's the alias of the table, (if no alias, the true table name).*/
+    public String t2Alias;
+    
+    /** The name of the field in t1 to join with. It's the pure name of a field, rather that alias.field. */
+    public String f1PureName;
+
+    public String f1QuantifiedName;
+    
+    /** The name of the field in t2 to join with. It's the pure name of a field.*/
+    public String f2PureName;
+    
+    public String f2QuantifiedName;
+
+    /** The join predicate */
+    public Predicate.Op p;
+
+    public LogicalJoinNode() {
+    }
+
+    public LogicalJoinNode(String table1, String table2, String joinField1, String joinField2, Predicate.Op pred) {
+        t1Alias = table1;
+        t2Alias = table2;
+        String[] tmps = joinField1.split("[.]");
+        if (tmps.length>1)
+            f1PureName = tmps[tmps.length-1];
+        else
+            f1PureName=joinField1;
+        tmps = joinField2.split("[.]");
+        if (tmps.length>1)
+            f2PureName = tmps[tmps.length-1];
+        else
+            f2PureName = joinField2;
+        p = pred;
+        this.f1QuantifiedName = t1Alias+"."+this.f1PureName;
+        this.f2QuantifiedName = t2Alias+"."+this.f2PureName;
+    }
+    
+    /** Return a new LogicalJoinNode with the inner and outer (t1.f1
+     * and t2.f2) tables swapped. */
+    public LogicalJoinNode swapInnerOuter() {
+        Predicate.Op newp;
+        if (p == Predicate.Op.GREATER_THAN)
+            newp = Predicate.Op.LESS_THAN;
+        else if (p == Predicate.Op.GREATER_THAN_OR_EQ)
+            newp = Predicate.Op.LESS_THAN_OR_EQ;
+        else if (p == Predicate.Op.LESS_THAN)
+            newp = Predicate.Op.GREATER_THAN;
+        else if (p == Predicate.Op.LESS_THAN_OR_EQ)
+            newp = Predicate.Op.GREATER_THAN_OR_EQ;
+        else 
+            newp = p;
+        
+        LogicalJoinNode j2 = new LogicalJoinNode(t2Alias,t1Alias,f2PureName,f1PureName, newp);
+        return j2;
+    }
+    
+    @Override public boolean equals(Object o) {
+        LogicalJoinNode j2 =(LogicalJoinNode)o;
+        return (j2.t1Alias.equals(t1Alias)  || j2.t1Alias.equals(t2Alias)) && (j2.t2Alias.equals(t1Alias)  || j2.t2Alias.equals(t2Alias));
+    }
+    
+    @Override public String toString() {
+        return t1Alias + ":" + t2Alias ;//+ ";" + f1 + " " + p + " " + f2;
+    }
+    
+    @Override public int hashCode() {
+        return t1Alias.hashCode() + t2Alias.hashCode() + f1PureName.hashCode() + f2PureName.hashCode();
+    }
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalPlan.java b/hw/hw3/starter-code/src/java/simpledb/LogicalPlan.java
new file mode 100644
index 0000000..6809a8e
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalPlan.java
@@ -0,0 +1,546 @@
+package simpledb;
+import java.util.Map;
+import java.util.Vector;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.io.File;
+import java.util.ArrayList;
+import java.util.NoSuchElementException;
+
+/**
+ * LogicalPlan represents a logical query plan that has been through
+ * the parser and is ready to be processed by the optimizer.
+ * <p>
+ * A LogicalPlan consits of a collection of table scan nodes, join
+ * nodes, filter nodes, a select list, and a group by field.
+ * LogicalPlans can only represent queries with one aggregation field
+ * and one group by field.
+ * <p>
+ * LogicalPlans can be converted to physical (optimized) plans using
+ * the {@link #physicalPlan} method, which uses the
+ * {@link JoinOptimizer} to order joins optimally and to select the
+ * best implementations for joins.
+ */
+public class LogicalPlan {
+    private Vector<LogicalJoinNode> joins;
+    private Vector<LogicalScanNode> tables;
+    private Vector<LogicalFilterNode> filters;
+    private HashMap<String,DbIterator> subplanMap;
+    private HashMap<String,Integer> tableMap;
+
+    private Vector<LogicalSelectListNode> selectList;
+    private String groupByField = null;
+    private boolean hasAgg = false;
+    private String aggOp;
+    private String aggField;
+    private boolean oByAsc, hasOrderBy = false;
+    private String oByField;
+    private String query;
+//    private Query owner;
+
+    /** Constructor -- generate an empty logical plan */
+    public LogicalPlan() {
+        joins = new Vector<LogicalJoinNode>();
+        filters = new Vector<LogicalFilterNode>();
+        tables = new Vector<LogicalScanNode>();
+        subplanMap = new HashMap<String,DbIterator>();
+        tableMap = new HashMap<String,Integer>();
+
+        selectList = new Vector<LogicalSelectListNode>();
+        this.query = "";
+    }
+
+    /** Set the text of the query representing this logical plan.  Does NOT parse the
+        specified query -- this method is just used so that the object can print the
+        SQL it represents.
+
+        @param query the text of the query associated with this plan
+    */
+    public void setQuery(String query)  {
+        this.query = query;
+    }
+      
+    /** Get the query text associated with this plan via {@link #setQuery}.
+     */
+    public String getQuery() {
+        return query;
+    }
+
+    /** Given a table alias, return id of the table object (this id can be supplied to {@link Catalog#getDatabaseFile(int)}).
+        Aliases are added as base tables are added via {@link #addScan}.
+
+        @param alias the table alias to return a table id for
+        @return the id of the table corresponding to alias, or null if the alias is unknown
+     */
+    public Integer getTableId(String alias) {
+        return tableMap.get(alias);
+    }
+    
+    public HashMap<String,Integer> getTableAliasToIdMapping()
+    {
+        return this.tableMap;
+    }
+
+    /** Add a new filter to the logical plan
+     *   @param field The name of the over which the filter applies;
+     *   this can be a fully qualified field (tablename.field or
+     *   alias.field), or can be a unique field name without a
+     *   tablename qualifier.  If it is an ambiguous name, it will
+     *   throw a ParsingException
+     *   @param p The predicate for the filter
+     *   @param constantValue the constant to compare the predicate
+     *   against; if field is an integer field, this should be a
+     *   String representing an integer
+     *   @throws ParsingException if field is not in one of the tables
+     *   added via {@link #addScan} or if field is ambiguous (e.g., two
+     *   tables contain a field named field.)
+     */
+    public void addFilter(String field, Predicate.Op p, String
+        constantValue) throws ParsingException{ 
+
+        field = disambiguateName(field); 
+        String table = field.split("[.]")[0];
+        
+        LogicalFilterNode lf = new LogicalFilterNode(table, field.split("[.]")[1], p, constantValue);
+        filters.addElement(lf);
+    }
+
+    /** Add a join between two fields of two different tables.  
+     *  @param joinField1 The name of the first join field; this can
+     *  be a fully qualified name (e.g., tableName.field or
+     *  alias.field) or may be an unqualified unique field name.  If
+     *  the name is ambiguous or unknown, a ParsingException will be
+     *  thrown.
+     *  @param joinField2 The name of the second join field
+     *  @param pred The join predicate
+     *  @throws ParsingException if either of the fields is ambiguous,
+     *      or is not in one of the tables added via {@link #addScan}
+    */
+
+    public void addJoin( String joinField1, String joinField2, Predicate.Op pred) throws ParsingException {
+        joinField1 = disambiguateName(joinField1);
+        joinField2 = disambiguateName(joinField2);
+        String table1Alias = joinField1.split("[.]")[0];
+        String table2Alias = joinField2.split("[.]")[0];
+        String pureField1 = joinField1.split("[.]")[1];
+        String pureField2 = joinField2.split("[.]")[1];
+
+        if (table1Alias.equals(table2Alias))
+            throw new ParsingException("Cannot join on two fields from same table");
+        LogicalJoinNode lj = new LogicalJoinNode(table1Alias,table2Alias,pureField1, pureField2, pred);
+        System.out.println("Added join between " + joinField1 + " and " + joinField2);
+        joins.addElement(lj);
+
+    }
+
+    /** Add a join between a field and a subquery.
+     *  @param joinField1 The name of the first join field; this can
+     *  be a fully qualified name (e.g., tableName.field or
+     *  alias.field) or may be an unqualified unique field name.  If
+     *  the name is ambiguous or unknown, a ParsingException will be
+     *  thrown.
+     *  @param joinField2 the subquery to join with -- the join field
+     *    of the subquery is the first field in the result set of the query
+     *  @param pred The join predicate.
+     *  @throws ParsingException if either of the fields is ambiguous,
+     *      or is not in one of the tables added via {@link #addScan}
+     */
+    public void addJoin( String joinField1, DbIterator joinField2, Predicate.Op pred) throws ParsingException {
+        joinField1 = disambiguateName(joinField1);
+
+        String table1 = joinField1.split("[.]")[0];
+        String pureField = joinField1.split("[.]")[1];
+
+        LogicalSubplanJoinNode lj = new LogicalSubplanJoinNode(table1,pureField, joinField2, pred);
+        System.out.println("Added subplan join on " + joinField1);
+        joins.addElement(lj);
+    }
+
+    /** Add a scan to the plan. One scan node needs to be added for each alias of a table
+        accessed by the plan.
+        @param table the id of the table accessed by the plan (can be resolved to a DbFile using {@link Catalog#getDatabaseFile}
+        @param name the alias of the table in the plan
+    */
+
+    public void addScan(int table, String name) {
+        System.out.println("Added scan of table " + name);
+        tables.addElement(new LogicalScanNode(table,name));
+        tableMap.put(name,table);
+    }
+
+    /** Add a specified field/aggregate combination to the select list of the query.
+        Fields are output by the query such that the rightmost field is the first added via addProjectField.
+        @param fname the field to add to the output
+        @param aggOp the aggregate operation over the field.
+     * @throws ParsingException 
+    */
+    public void addProjectField(String fname, String aggOp) throws ParsingException {
+        fname=disambiguateName(fname);
+        if (fname.equals("*"))
+            fname="null.*";
+        System.out.println("Added select list field " + fname);
+        if (aggOp != null) {
+            System.out.println("\t with aggregator " + aggOp);
+        }
+        selectList.addElement(new LogicalSelectListNode(aggOp, fname));
+    }
+    
+    /** Add an aggregate over the field with the specified grouping to
+        the query.  SimpleDb only supports a single aggregate
+        expression and GROUP BY field.
+        @param op the aggregation operator
+        @param afield the field to aggregate over
+        @param gfield the field to group by
+     * @throws ParsingException 
+    */
+    public void addAggregate(String op, String afield, String gfield) throws ParsingException {
+        afield=disambiguateName(afield);
+        if (gfield!=null)
+            gfield=disambiguateName(gfield);
+        aggOp = op;
+        aggField = afield;
+        groupByField = gfield;
+        hasAgg = true;
+    }
+
+    /** Add an ORDER BY expression in the specified order on the specified field.  SimpleDb only supports
+        a single ORDER BY field.
+        @param field the field to order by
+        @param asc true if should be ordered in ascending order, false for descending order
+     * @throws ParsingException 
+    */
+    public void addOrderBy(String field, boolean asc) throws ParsingException {
+        field=disambiguateName(field);
+        oByField = field;
+        oByAsc = asc;
+        hasOrderBy = true;
+    }
+
+    /** Given a name of a field, try to figure out what table it belongs to by looking
+     *   through all of the tables added via {@link #addScan}. 
+     *  @return A fully qualified name of the form tableAlias.name.  If the name parameter is already qualified
+     *   with a table name, simply returns name.
+     *  @throws ParsingException if the field cannot be found in any of the tables, or if the
+     *   field is ambiguous (appears in multiple tables)
+     */
+    String disambiguateName(String name) throws ParsingException {
+
+        String[] fields = name.split("[.]");
+        if (fields.length == 2 && (!fields[0].equals("null")))
+            return name;
+        if (fields.length > 2) 
+            throw new ParsingException("Field " + name + " is not a valid field reference.");
+        if (fields.length == 2)
+            name = fields[1];
+        if (name.equals("*")) return name;
+        //now look for occurrences of name in all of the tables
+        Iterator<LogicalScanNode> tableIt = tables.iterator();
+        String tableName = null;
+        while (tableIt.hasNext()) {
+            LogicalScanNode table = tableIt.next();
+            try {
+                TupleDesc td = Database.getCatalog().getDatabaseFile(table.t).getTupleDesc();
+//                int id = 
+                  td.fieldNameToIndex(name);
+                if (tableName == null) {
+                    tableName = table.alias;
+                } else {
+                    throw new ParsingException("Field " + name + " appears in multiple tables; disambiguate by referring to it as tablename." + name);
+                }
+            } catch (NoSuchElementException e) {
+                //ignore
+            }
+        }
+        if (tableName != null)
+            return tableName + "." + name;
+        else
+            throw new ParsingException("Field " + name + " does not appear in any tables.");
+
+    }
+
+    /** Convert the aggregate operator name s into an Aggregator.op operation.
+     *  @throws ParsingException if s is not a valid operator name 
+     */
+    static Aggregator.Op getAggOp(String s) throws ParsingException {
+        s = s.toUpperCase();
+        if (s.equals("AVG")) return Aggregator.Op.AVG;
+        if (s.equals("SUM")) return Aggregator.Op.SUM;
+        if (s.equals("COUNT")) return Aggregator.Op.COUNT;
+        if (s.equals("MIN")) return Aggregator.Op.MIN;
+        if (s.equals("MAX")) return Aggregator.Op.MAX;
+        throw new ParsingException("Unknown predicate " + s);
+    }
+
+    /** Convert this LogicalPlan into a physicalPlan represented by a {@link DbIterator}.  Attempts to
+     *   find the optimal plan by using {@link JoinOptimizer#orderJoins} to order the joins in the plan.
+     *  @param t The transaction that the returned DbIterator will run as a part of
+     *  @param baseTableStats a HashMap providing a {@link TableStats}
+     *    object for each table used in the LogicalPlan.  This should
+     *    have one entry for each table referenced by the plan, not one
+     *    entry for each table alias (so a table t aliases as t1 and
+     *    t2 would have just one entry with key 't' in this HashMap).
+     *  @param explain flag indicating whether output visualizing the physical
+     *    query plan should be given.
+     *  @throws ParsingException if the logical plan is not valid
+     *  @return A DbIterator representing this plan.
+     */ 
+    public DbIterator physicalPlan(TransactionId t, Map<String,TableStats> baseTableStats, boolean explain) throws ParsingException {
+        Iterator<LogicalScanNode> tableIt = tables.iterator();
+        HashMap<String,String> equivMap = new HashMap<String,String>();
+        HashMap<String,Double> filterSelectivities = new HashMap<String, Double>();
+        HashMap<String,TableStats> statsMap = new HashMap<String,TableStats>();
+
+        while (tableIt.hasNext()) {
+            LogicalScanNode table = tableIt.next();
+            SeqScan ss = null;
+            try {
+                 ss = new SeqScan(t, Database.getCatalog().getDatabaseFile(table.t).getId(), table.alias);
+            } catch (NoSuchElementException e) {
+                throw new ParsingException("Unknown table " + table.t);
+            }
+            
+            subplanMap.put(table.alias,ss);
+            String baseTableName = Database.getCatalog().getTableName(table.t);
+            statsMap.put(baseTableName, baseTableStats.get(baseTableName));
+            filterSelectivities.put(table.alias, 1.0);
+
+        }
+
+        Iterator<LogicalFilterNode> filterIt = filters.iterator();        
+        while (filterIt.hasNext()) {
+            LogicalFilterNode lf = filterIt.next();
+            DbIterator subplan = subplanMap.get(lf.tableAlias);
+            if (subplan == null) {
+                throw new ParsingException("Unknown table in WHERE clause " + lf.tableAlias);
+            }
+
+            Field f;
+            Type ftyp;
+            TupleDesc td = subplanMap.get(lf.tableAlias).getTupleDesc();
+            
+            try {//td.fieldNameToIndex(disambiguateName(lf.fieldPureName))
+                ftyp = td.getFieldType(td.fieldNameToIndex(lf.fieldQuantifiedName));
+            } catch (java.util.NoSuchElementException e) {
+                throw new ParsingException("Unknown field in filter expression " + lf.fieldQuantifiedName);
+            }
+            if (ftyp == Type.INT_TYPE)
+                f = new IntField(new Integer(lf.c).intValue());
+            else
+                f = new StringField(lf.c, Type.STRING_LEN);
+
+            Predicate p = null;
+            try {
+                p = new Predicate(subplan.getTupleDesc().fieldNameToIndex(lf.fieldQuantifiedName), lf.p,f);
+            } catch (NoSuchElementException e) {
+                throw new ParsingException("Unknown field " + lf.fieldQuantifiedName);
+            }
+            subplanMap.put(lf.tableAlias, new Filter(p, subplan));
+
+            TableStats s = statsMap.get(Database.getCatalog().getTableName(this.getTableId(lf.tableAlias)));
+            
+            double sel= s.estimateSelectivity(subplan.getTupleDesc().fieldNameToIndex(lf.fieldQuantifiedName), lf.p, f);
+            filterSelectivities.put(lf.tableAlias, filterSelectivities.get(lf.tableAlias) * sel);
+
+            //s.addSelectivityFactor(estimateFilterSelectivity(lf,statsMap));
+        }
+        
+        JoinOptimizer jo = new JoinOptimizer(this,joins);
+
+        joins = jo.orderJoins(statsMap,filterSelectivities,explain);
+
+        Iterator<LogicalJoinNode> joinIt = joins.iterator();
+        while (joinIt.hasNext()) {
+            LogicalJoinNode lj = joinIt.next();
+            DbIterator plan1;
+            DbIterator plan2;
+            boolean isSubqueryJoin = lj instanceof LogicalSubplanJoinNode;
+            String t1name, t2name;
+
+            if (equivMap.get(lj.t1Alias)!=null)
+                t1name = equivMap.get(lj.t1Alias);
+            else
+                t1name = lj.t1Alias;
+
+            if (equivMap.get(lj.t2Alias)!=null)
+                t2name = equivMap.get(lj.t2Alias);
+            else
+                t2name = lj.t2Alias;
+
+            plan1 = subplanMap.get(t1name);
+
+            if (isSubqueryJoin) {
+                plan2 = ((LogicalSubplanJoinNode)lj).subPlan;
+                if (plan2 == null) 
+                    throw new ParsingException("Invalid subquery.");
+            } else { 
+                plan2 = subplanMap.get(t2name);
+            }
+            
+            if (plan1 == null)
+                throw new ParsingException("Unknown table in WHERE clause " + lj.t1Alias);
+            if (plan2 == null)
+                throw new ParsingException("Unknown table in WHERE clause " + lj.t2Alias);
+            
+            DbIterator j;
+            j = jo.instantiateJoin(lj,plan1,plan2);
+            subplanMap.put(t1name, j);
+
+            if (!isSubqueryJoin) {
+                subplanMap.remove(t2name);
+                equivMap.put(t2name,t1name);  //keep track of the fact that this new node contains both tables
+                    //make sure anything that was equiv to lj.t2 (which we are just removed) is
+                    // marked as equiv to lj.t1 (which we are replacing lj.t2 with.)
+                    for (java.util.Map.Entry<String, String> s: equivMap.entrySet()) {
+                        String val = s.getValue();
+                        if (val.equals(t2name)) {
+                            s.setValue(t1name);
+                        }
+                    }
+                    
+                // subplanMap.put(lj.t2, j);
+            }
+            
+        }
+
+        if (subplanMap.size() > 1) {
+            throw new ParsingException("Query does not include join expressions joining all nodes!");
+        }
+        
+        DbIterator node =  (DbIterator)(subplanMap.entrySet().iterator().next().getValue());
+
+        //walk the select list, to determine order in which to project output fields
+        ArrayList<Integer> outFields = new ArrayList<Integer>();
+        ArrayList<Type> outTypes = new ArrayList<Type>();
+        for (int i = 0; i < selectList.size(); i++) {
+            LogicalSelectListNode si = selectList.elementAt(i);
+            if (si.aggOp != null) {
+                outFields.add(groupByField!=null?1:0);
+                TupleDesc td = node.getTupleDesc();
+//                int  id;
+                try {
+//                    id = 
+                    td.fieldNameToIndex(si.fname);
+                } catch (NoSuchElementException e) {
+                    throw new ParsingException("Unknown field " +  si.fname + " in SELECT list");
+                }
+                outTypes.add(Type.INT_TYPE);  //the type of all aggregate functions is INT
+
+            } else if (hasAgg) {
+                    if (groupByField == null) {
+                        throw new ParsingException("Field " + si.fname + " does not appear in GROUP BY list");
+                    }
+                    outFields.add(0);
+                    TupleDesc td = node.getTupleDesc();
+                    int  id;
+                    try {
+                        id = td.fieldNameToIndex(groupByField);
+                    } catch (NoSuchElementException e) {
+                        throw new ParsingException("Unknown field " +  groupByField + " in GROUP BY statement");
+                    }
+                    outTypes.add(td.getFieldType(id));
+            } else if (si.fname.equals("null.*")) {
+                    TupleDesc td = node.getTupleDesc();
+                    for ( i = 0; i < td.numFields(); i++) {
+                        outFields.add(i);
+                        outTypes.add(td.getFieldType(i));
+                    }
+            } else  {
+                    TupleDesc td = node.getTupleDesc();
+                    int id;
+                    try {
+                        id = td.fieldNameToIndex(si.fname);
+                    } catch (NoSuchElementException e) {
+                        throw new ParsingException("Unknown field " +  si.fname + " in SELECT list");
+                    }
+                    outFields.add(id);
+                    outTypes.add(td.getFieldType(id));
+
+                }
+        }
+
+        if (hasAgg) {
+            TupleDesc td = node.getTupleDesc();
+            Aggregate aggNode;
+            try {
+                aggNode = new Aggregate(node,
+                                        td.fieldNameToIndex(aggField),
+                                        groupByField == null?Aggregator.NO_GROUPING:td.fieldNameToIndex(groupByField),
+                                getAggOp(aggOp));
+            } catch (NoSuchElementException e) {
+                throw new simpledb.ParsingException(e);
+            } catch (IllegalArgumentException e) {
+                throw new simpledb.ParsingException(e);
+            }
+            node = aggNode;
+        }
+
+        if (hasOrderBy) {
+            node = new OrderBy(node.getTupleDesc().fieldNameToIndex(oByField), oByAsc, node);
+        }
+
+        return new Project(outFields, outTypes, node);
+    }
+
+    public static void main(String argv[]) {
+        // construct a 3-column table schema
+        Type types[] = new Type[]{ Type.INT_TYPE, Type.INT_TYPE, Type.INT_TYPE };
+        String names[] = new String[]{ "field0", "field1", "field2" };
+
+        TupleDesc td = new TupleDesc(types, names);
+        TableStats ts;
+        HashMap<String, TableStats> tableMap = new HashMap<String,TableStats>();
+
+        // create the tables, associate them with the data files
+        // and tell the catalog about the schema  the tables.
+        HeapFile table1 = new HeapFile(new File("some_data_file1.dat"), td);
+        Database.getCatalog().addTable(table1, "t1");
+        ts = new TableStats(table1.getId(), 1);
+        tableMap.put("t1", ts);
+
+        TransactionId tid = new TransactionId();
+
+        LogicalPlan lp = new LogicalPlan();
+        
+        lp.addScan(table1.getId(), "t1");
+
+        try {
+            lp.addFilter("t1.field0", Predicate.Op.GREATER_THAN, "1");
+        } catch (Exception e) {
+        }
+
+        /*
+        SeqScan ss1 = new SeqScan(tid, table1.getId(), "t1");
+        SeqScan ss2 = new SeqScan(tid, table2.getId(), "t2");
+
+        // create a filter for the where condition
+        Filter sf1 = new Filter(
+                                new Predicate(0,
+                                Predicate.Op.GREATER_THAN, new IntField(1)),  ss1);
+
+        JoinPredicate p = new JoinPredicate(1, Predicate.Op.EQUALS, 1);
+        Join j = new Join(p, sf1, ss2);
+        */
+        DbIterator j = null;
+        try {
+            j = lp.physicalPlan(tid,tableMap, false);
+        } catch (ParsingException e) {
+            e.printStackTrace();
+            System.exit(0);
+        }
+        // and run it
+        try {
+            j.open();
+            while (j.hasNext()) {
+                Tuple tup = j.next();
+                System.out.println(tup);
+            }
+            j.close();
+            Database.getBufferPool().transactionComplete(tid);
+
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+       
+    }
+
+}
\ No newline at end of file
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalScanNode.java b/hw/hw3/starter-code/src/java/simpledb/LogicalScanNode.java
new file mode 100644
index 0000000..476a25d
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalScanNode.java
@@ -0,0 +1,19 @@
+package simpledb;
+
+/** A LogicalScanNode represents table in the FROM list in a
+ * LogicalQueryPlan */
+public class LogicalScanNode {
+
+    /** The name (alias) of the table as it is used in the query */
+    public String alias;
+
+    /** The table identifier (can be passed to {@link Catalog#getDatabaseFile})
+     *   to retrieve a DbFile */
+    public int t;
+
+    public LogicalScanNode(int table, String tableAlias) {
+        this.alias = tableAlias;
+        this.t = table;
+    }
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalSelectListNode.java b/hw/hw3/starter-code/src/java/simpledb/LogicalSelectListNode.java
new file mode 100644
index 0000000..c32e718
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalSelectListNode.java
@@ -0,0 +1,19 @@
+package simpledb;
+
+/** A LogicalSelectListNode represents a clause in the select list in
+ * a LogicalQueryPlan
+*/
+public class LogicalSelectListNode {
+    /** The field name being selected; the name may be (optionally) be
+     * qualified with a table name or alias.
+     */
+    public String fname;
+   
+    /** The aggregation operation over the field (if any) */
+    public String aggOp;
+
+    public LogicalSelectListNode(String aggOp, String fname) {
+        this.aggOp = aggOp;
+        this.fname = fname;
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/LogicalSubplanJoinNode.java b/hw/hw3/starter-code/src/java/simpledb/LogicalSubplanJoinNode.java
new file mode 100644
index 0000000..be7f803
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/LogicalSubplanJoinNode.java
@@ -0,0 +1,41 @@
+package simpledb;
+
+/** A LogicalSubplanJoinNode represens the state needed of a join of a
+ * table to a subplan in a LogicalQueryPlan -- inherits state from
+ * {@link LogicalJoinNode}; t2 and f2 should always be null
+ */
+public class LogicalSubplanJoinNode extends LogicalJoinNode {
+    
+    /** The subplan (used on the inner) of the join */
+    DbIterator subPlan;
+    
+    public LogicalSubplanJoinNode(String table1, String joinField1, DbIterator sp, Predicate.Op pred) {
+        t1Alias = table1;
+        String[] tmps = joinField1.split("[.]");
+        if (tmps.length>1)
+            f1PureName = tmps[tmps.length-1];
+        else
+            f1PureName=joinField1;
+        f1QuantifiedName=t1Alias+"."+f1PureName;
+        subPlan = sp;
+        p = pred;
+    }
+    
+    @Override public int hashCode() {
+        return t1Alias.hashCode() + f1PureName.hashCode() + subPlan.hashCode();
+    }
+    
+    @Override public boolean equals(Object o) {
+        LogicalJoinNode j2 =(LogicalJoinNode)o;
+        if (!(o instanceof LogicalSubplanJoinNode))
+            return false;
+        
+        return (j2.t1Alias.equals(t1Alias)  && j2.f1PureName.equals(f1PureName) && ((LogicalSubplanJoinNode)o).subPlan.equals(subPlan));
+    }
+    
+    public LogicalSubplanJoinNode swapInnerOuter() {
+        LogicalSubplanJoinNode j2 = new LogicalSubplanJoinNode(t1Alias,f1PureName,subPlan, p);
+        return j2;
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Operator.java b/hw/hw3/starter-code/src/java/simpledb/Operator.java
new file mode 100644
index 0000000..3561078
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Operator.java
@@ -0,0 +1,107 @@
+package simpledb;
+
+import java.util.NoSuchElementException;
+
+/**
+ * Abstract class for implementing operators. It handles <code>close</code>,
+ * <code>next</code> and <code>hasNext</code>. Subclasses only need to implement
+ * <code>open</code> and <code>readNext</code>.
+ */
+public abstract class Operator implements DbIterator {
+
+    private static final long serialVersionUID = 1L;
+
+    public boolean hasNext() throws DbException, TransactionAbortedException {
+        if (!this.open)
+            throw new IllegalStateException("Operator not yet open");
+        
+        if (next == null)
+            next = fetchNext();
+        return next != null;
+    }
+
+    public Tuple next() throws DbException, TransactionAbortedException,
+            NoSuchElementException {
+        if (next == null) {
+            next = fetchNext();
+            if (next == null)
+                throw new NoSuchElementException();
+        }
+
+        Tuple result = next;
+        next = null;
+        return result;
+    }
+
+    /**
+     * Returns the next Tuple in the iterator, or null if the iteration is
+     * finished. Operator uses this method to implement both <code>next</code>
+     * and <code>hasNext</code>.
+     * 
+     * @return the next Tuple in the iterator, or null if the iteration is
+     *         finished.
+     */
+    protected abstract Tuple fetchNext() throws DbException,
+            TransactionAbortedException;
+
+    /**
+     * Closes this iterator. If overridden by a subclass, they should call
+     * super.close() in order for Operator's internal state to be consistent.
+     */
+    public void close() {
+        // Ensures that a future call to next() will fail
+        next = null;
+        this.open = false;
+    }
+
+    private Tuple next = null;
+    private boolean open = false;
+    private int estimatedCardinality = 0;
+
+    public void open() throws DbException, TransactionAbortedException {
+        this.open = true;
+    }
+
+    /**
+     * @return return the children DbIterators of this operator. If there is
+     *         only one child, return an array of only one element. For join
+     *         operators, the order of the children is not important. But they
+     *         should be consistent among multiple calls.
+     * */
+    public abstract DbIterator[] getChildren();
+
+    /**
+     * Set the children(child) of this operator. If the operator has only one
+     * child, children[0] should be used. If the operator is a join, children[0]
+     * and children[1] should be used.
+     * 
+     * 
+     * @param children
+     *            the DbIterators which are to be set as the children(child) of
+     *            this operator
+     * */
+    public abstract void setChildren(DbIterator[] children);
+
+    /**
+     * @return return the TupleDesc of the output tuples of this operator
+     * */
+    public abstract TupleDesc getTupleDesc();
+
+    /**
+     * @return The estimated cardinality of this operator. Will only be used in
+     *         lab6
+     * */
+    public int getEstimatedCardinality() {
+        return this.estimatedCardinality;
+    }
+
+    /**
+     * @param card
+     *            The estimated cardinality of this operator Will only be used
+     *            in lab6
+     * */
+    protected void setEstimatedCardinality(int card) {
+        this.estimatedCardinality = card;
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/OrderBy.java b/hw/hw3/starter-code/src/java/simpledb/OrderBy.java
new file mode 100644
index 0000000..0874c15
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/OrderBy.java
@@ -0,0 +1,123 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * OrderBy is an operator that implements a relational ORDER BY.
+ */
+public class OrderBy extends Operator {
+
+    private static final long serialVersionUID = 1L;
+    private DbIterator child;
+    private TupleDesc td;
+    private ArrayList<Tuple> childTups = new ArrayList<Tuple>();
+    private int orderByField;
+    private String orderByFieldName;
+    private Iterator<Tuple> it;
+    private boolean asc;
+
+    /**
+     * Creates a new OrderBy node over the tuples from the iterator.
+     * 
+     * @param orderbyField
+     *            the field to which the sort is applied.
+     * @param asc
+     *            true if the sort order is ascending.
+     * @param child
+     *            the tuples to sort.
+     */
+    public OrderBy(int orderbyField, boolean asc, DbIterator child) {
+        this.child = child;
+        td = child.getTupleDesc();
+        this.orderByField = orderbyField;
+        this.orderByFieldName = td.getFieldName(orderbyField);
+        this.asc = asc;
+    }
+    
+    public boolean isASC()
+    {
+	return this.asc;
+    }
+    
+    public int getOrderByField()
+    {
+        return this.orderByField;
+    }
+    
+    public String getOrderFieldName()
+    {
+	return this.orderByFieldName;
+    }
+    
+    public TupleDesc getTupleDesc() {
+        return td;
+    }
+
+    public void open() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        child.open();
+        // load all the tuples in a collection, and sort it
+        while (child.hasNext())
+            childTups.add((Tuple) child.next());
+        Collections.sort(childTups, new TupleComparator(orderByField, asc));
+        it = childTups.iterator();
+        super.open();
+    }
+
+    public void close() {
+        super.close();
+        it = null;
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        it = childTups.iterator();
+    }
+
+    /**
+     * Operator.fetchNext implementation. Returns tuples from the child operator
+     * in order
+     * 
+     * @return The next tuple in the ordering, or null if there are no more
+     *         tuples
+     */
+    protected Tuple fetchNext() throws NoSuchElementException,
+            TransactionAbortedException, DbException {
+        if (it != null && it.hasNext()) {
+            return it.next();
+        } else
+            return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        return new DbIterator[] { this.child };
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+        this.child = children[0];
+    }
+
+}
+
+class TupleComparator implements Comparator<Tuple> {
+    int field;
+    boolean asc;
+
+    public TupleComparator(int field, boolean asc) {
+        this.field = field;
+        this.asc = asc;
+    }
+
+    public int compare(Tuple o1, Tuple o2) {
+        Field t1 = (o1).getField(field);
+        Field t2 = (o2).getField(field);
+        if (t1.compare(Predicate.Op.EQUALS, t2))
+            return 0;
+        if (t1.compare(Predicate.Op.GREATER_THAN, t2))
+            return asc ? 1 : -1;
+        else
+            return asc ? -1 : 1;
+    }
+    
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Page.java b/hw/hw3/starter-code/src/java/simpledb/Page.java
new file mode 100644
index 0000000..1f7ab02
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Page.java
@@ -0,0 +1,59 @@
+package simpledb;
+
+/**
+ * Page is the interface used to represent pages that are resident in the
+ * BufferPool.  Typically, DbFiles will read and write pages from disk.
+ * <p>
+ * Pages may be "dirty", indicating that they have been modified since they
+ * were last written out to disk.
+ *
+ * For recovery purposes, pages MUST have a single constructor of the form:
+ *     Page(PageId id, byte[] data)
+ */
+public interface Page {
+
+    /**
+     * Return the id of this page.  The id is a unique identifier for a page
+     * that can be used to look up the page on disk or determine if the page
+     * is resident in the buffer pool.
+     *
+     * @return the id of this page
+     */
+    public PageId getId();
+
+    /**
+     * Get the id of the transaction that last dirtied this page, or null if the page is clean..
+     *
+     * @return The id of the transaction that last dirtied this page, or null
+     */
+    public TransactionId isDirty();
+
+  /**
+   * Set the dirty state of this page as dirtied by a particular transaction
+   */
+    public void markDirty(boolean dirty, TransactionId tid);
+
+  /**
+   * Generates a byte array representing the contents of this page.
+   * Used to serialize this page to disk.
+   * <p>
+   * The invariant here is that it should be possible to pass the byte array
+   * generated by getPageData to the Page constructor and have it produce
+   * an identical Page object.
+   *
+   * @return A byte array correspond to the bytes of this page.
+   */
+
+    public byte[] getPageData();
+
+    /** Provide a representation of this page before any modifications were made
+        to it.  Used by recovery.
+    */
+    public Page getBeforeImage();
+
+    /*
+     * a transaction that wrote this page just committed it.
+     * copy current content to the before image.
+     */
+    public void setBeforeImage();
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/PageId.java b/hw/hw3/starter-code/src/java/simpledb/PageId.java
new file mode 100644
index 0000000..679ffaa
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/PageId.java
@@ -0,0 +1,36 @@
+package simpledb;
+
+/** PageId is an interface to a specific page of a specific table. */
+public interface PageId {
+
+    /** Return a representation of this page id object as a collection of
+        integers (used for logging)
+
+        This class MUST have a constructor that accepts n integer parameters,
+        where n is the number of integers returned in the array from serialize.
+    */
+    public int[] serialize();
+
+    /** @return the unique tableid hashcode with this PageId */
+    public int getTableId();
+
+    /**
+     * @return a hash code for this page, represented by the concatenation of
+     *   the table number and the page number (needed if a PageId is used as a
+     *   key in a hash table in the BufferPool, for example.)
+     * @see BufferPool
+     */
+    public int hashCode();
+
+    /**
+     * Compares one PageId to another.
+     *
+     * @param o The object to compare against (must be a PageId)
+     * @return true if the objects are equal (e.g., page numbers and table
+     *   ids are the same)
+     */
+    public boolean equals(Object o);
+
+    public int pageNumber();
+}
+
diff --git a/hw/hw3/starter-code/src/java/simpledb/Parser.java b/hw/hw3/starter-code/src/java/simpledb/Parser.java
new file mode 100644
index 0000000..e372f75
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Parser.java
@@ -0,0 +1,754 @@
+package simpledb;
+
+import Zql.*;
+import java.io.*;
+import java.lang.reflect.InvocationTargetException;
+import java.util.*;
+
+import jline.ArgumentCompletor;
+import jline.ConsoleReader;
+import jline.SimpleCompletor;
+
+public class Parser {
+    static boolean explain = false;
+
+    public static Predicate.Op getOp(String s) throws simpledb.ParsingException {
+        if (s.equals("="))
+            return Predicate.Op.EQUALS;
+        if (s.equals(">"))
+            return Predicate.Op.GREATER_THAN;
+        if (s.equals(">="))
+            return Predicate.Op.GREATER_THAN_OR_EQ;
+        if (s.equals("<"))
+            return Predicate.Op.LESS_THAN;
+        if (s.equals("<="))
+            return Predicate.Op.LESS_THAN_OR_EQ;
+        if (s.equals("LIKE"))
+            return Predicate.Op.LIKE;
+        if (s.equals("~"))
+            return Predicate.Op.LIKE;
+        if (s.equals("<>"))
+            return Predicate.Op.NOT_EQUALS;
+        if (s.equals("!="))
+            return Predicate.Op.NOT_EQUALS;
+
+        throw new simpledb.ParsingException("Unknown predicate " + s);
+    }
+
+    void processExpression(TransactionId tid, ZExpression wx, LogicalPlan lp)
+            throws simpledb.ParsingException {
+        if (wx.getOperator().equals("AND")) {
+            for (int i = 0; i < wx.nbOperands(); i++) {
+                if (!(wx.getOperand(i) instanceof ZExpression)) {
+                    throw new simpledb.ParsingException(
+                            "Nested queries are currently unsupported.");
+                }
+                ZExpression newWx = (ZExpression) wx.getOperand(i);
+                processExpression(tid, newWx, lp);
+
+            }
+        } else if (wx.getOperator().equals("OR")) {
+            throw new simpledb.ParsingException(
+                    "OR expressions currently unsupported.");
+        } else {
+            // this is a binary expression comparing two constants
+            @SuppressWarnings("unchecked")
+            Vector<ZExp> ops = wx.getOperands();
+            if (ops.size() != 2) {
+                throw new simpledb.ParsingException(
+                        "Only simple binary expresssions of the form A op B are currently supported.");
+            }
+
+            boolean isJoin = false;
+            Predicate.Op op = getOp(wx.getOperator());
+
+            boolean op1const = ops.elementAt(0) instanceof ZConstant; // otherwise
+                                                                      // is a
+                                                                      // Query
+            boolean op2const = ops.elementAt(1) instanceof ZConstant; // otherwise
+                                                                      // is a
+                                                                      // Query
+            if (op1const && op2const) {
+                isJoin = ((ZConstant) ops.elementAt(0)).getType() == ZConstant.COLUMNNAME
+                        && ((ZConstant) ops.elementAt(1)).getType() == ZConstant.COLUMNNAME;
+            } else if (ops.elementAt(0) instanceof ZQuery
+                    || ops.elementAt(1) instanceof ZQuery) {
+                isJoin = true;
+            } else if (ops.elementAt(0) instanceof ZExpression
+                    || ops.elementAt(1) instanceof ZExpression) {
+                throw new simpledb.ParsingException(
+                        "Only simple binary expresssions of the form A op B are currently supported, where A or B are fields, constants, or subqueries.");
+            } else
+                isJoin = false;
+
+            if (isJoin) { // join node
+
+                String tab1field = "", tab2field = "";
+
+                if (!op1const) { // left op is a nested query
+                    // generate a virtual table for the left op
+                    // this isn't a valid ZQL query
+                } else {
+                    tab1field = ((ZConstant) ops.elementAt(0)).getValue();
+
+                }
+
+                if (!op2const) { // right op is a nested query
+                    try {
+                        LogicalPlan sublp = parseQueryLogicalPlan(tid,
+                                (ZQuery) ops.elementAt(1));
+                        DbIterator pp = sublp.physicalPlan(tid,
+                                TableStats.getStatsMap(), explain);
+                        lp.addJoin(tab1field, pp, op);
+                    } catch (IOException e) {
+                        throw new simpledb.ParsingException("Invalid subquery "
+                                + ops.elementAt(1));
+                    } catch (Zql.ParseException e) {
+                        throw new simpledb.ParsingException("Invalid subquery "
+                                + ops.elementAt(1));
+                    }
+                } else {
+                    tab2field = ((ZConstant) ops.elementAt(1)).getValue();
+                    lp.addJoin(tab1field, tab2field, op);
+                }
+
+            } else { // select node
+                String column;
+                String compValue;
+                ZConstant op1 = (ZConstant) ops.elementAt(0);
+                ZConstant op2 = (ZConstant) ops.elementAt(1);
+                if (op1.getType() == ZConstant.COLUMNNAME) {
+                    column = op1.getValue();
+                    compValue = new String(op2.getValue());
+                } else {
+                    column = op2.getValue();
+                    compValue = new String(op1.getValue());
+                }
+
+                lp.addFilter(column, op, compValue);
+
+            }
+        }
+
+    }
+
+    public LogicalPlan parseQueryLogicalPlan(TransactionId tid, ZQuery q)
+            throws IOException, Zql.ParseException, simpledb.ParsingException {
+        @SuppressWarnings("unchecked")
+        Vector<ZFromItem> from = q.getFrom();
+        LogicalPlan lp = new LogicalPlan();
+        lp.setQuery(q.toString());
+        // walk through tables in the FROM clause
+        for (int i = 0; i < from.size(); i++) {
+            ZFromItem fromIt = from.elementAt(i);
+            try {
+
+                int id = Database.getCatalog().getTableId(fromIt.getTable()); // will
+                                                                              // fall
+                                                                              // through
+                                                                              // if
+                                                                              // table
+                                                                              // doesn't
+                                                                              // exist
+                String name;
+
+                if (fromIt.getAlias() != null)
+                    name = fromIt.getAlias();
+                else
+                    name = fromIt.getTable();
+
+                lp.addScan(id, name);
+
+                // XXX handle subquery?
+            } catch (NoSuchElementException e) {
+                e.printStackTrace();
+                throw new simpledb.ParsingException("Table "
+                        + fromIt.getTable() + " is not in catalog");
+            }
+        }
+
+        // now parse the where clause, creating Filter and Join nodes as needed
+        ZExp w = q.getWhere();
+        if (w != null) {
+
+            if (!(w instanceof ZExpression)) {
+                throw new simpledb.ParsingException(
+                        "Nested queries are currently unsupported.");
+            }
+            ZExpression wx = (ZExpression) w;
+            processExpression(tid, wx, lp);
+
+        }
+
+        // now look for group by fields
+        ZGroupBy gby = q.getGroupBy();
+        String groupByField = null;
+        if (gby != null) {
+            @SuppressWarnings("unchecked")
+            Vector<ZExp> gbs = gby.getGroupBy();
+            if (gbs.size() > 1) {
+                throw new simpledb.ParsingException(
+                        "At most one grouping field expression supported.");
+            }
+            if (gbs.size() == 1) {
+                ZExp gbe = gbs.elementAt(0);
+                if (!(gbe instanceof ZConstant)) {
+                    throw new simpledb.ParsingException(
+                            "Complex grouping expressions (" + gbe
+                                    + ") not supported.");
+                }
+                groupByField = ((ZConstant) gbe).getValue();
+                System.out.println("GROUP BY FIELD : " + groupByField);
+            }
+
+        }
+
+        // walk the select list, pick out aggregates, and check for query
+        // validity
+        @SuppressWarnings("unchecked")
+        Vector<ZSelectItem> selectList = q.getSelect();
+        String aggField = null;
+        String aggFun = null;
+
+        for (int i = 0; i < selectList.size(); i++) {
+            ZSelectItem si = selectList.elementAt(i);
+            if (si.getAggregate() == null
+                    && (si.isExpression() && !(si.getExpression() instanceof ZConstant))) {
+                throw new simpledb.ParsingException(
+                        "Expressions in SELECT list are not supported.");
+            }
+            if (si.getAggregate() != null) {
+                if (aggField != null) {
+                    throw new simpledb.ParsingException(
+                            "Aggregates over multiple fields not supported.");
+                }
+                aggField = ((ZConstant) ((ZExpression) si.getExpression())
+                        .getOperand(0)).getValue();
+                aggFun = si.getAggregate();
+                System.out.println("Aggregate field is " + aggField
+                        + ", agg fun is : " + aggFun);
+                lp.addProjectField(aggField, aggFun);
+            } else {
+                if (groupByField != null
+                        && !(groupByField.equals(si.getTable() + "."
+                                + si.getColumn()) || groupByField.equals(si
+                                .getColumn()))) {
+                    throw new simpledb.ParsingException("Non-aggregate field "
+                            + si.getColumn()
+                            + " does not appear in GROUP BY list.");
+                }
+                lp.addProjectField(si.getTable() + "." + si.getColumn(), null);
+            }
+        }
+
+        if (groupByField != null && aggFun == null) {
+            throw new simpledb.ParsingException("GROUP BY without aggregation.");
+        }
+
+        if (aggFun != null) {
+            lp.addAggregate(aggFun, aggField, groupByField);
+        }
+        // sort the data
+
+        if (q.getOrderBy() != null) {
+            @SuppressWarnings("unchecked")
+            Vector<ZOrderBy> obys = q.getOrderBy();
+            if (obys.size() > 1) {
+                throw new simpledb.ParsingException(
+                        "Multi-attribute ORDER BY is not supported.");
+            }
+            ZOrderBy oby = obys.elementAt(0);
+            if (!(oby.getExpression() instanceof ZConstant)) {
+                throw new simpledb.ParsingException(
+                        "Complex ORDER BY's are not supported");
+            }
+            ZConstant f = (ZConstant) oby.getExpression();
+
+            lp.addOrderBy(f.getValue(), oby.getAscOrder());
+
+        }
+        return lp;
+    }
+
+    private Transaction curtrans = null;
+    private boolean inUserTrans = false;
+
+    public Query handleQueryStatement(ZQuery s, TransactionId tId)
+            throws TransactionAbortedException, DbException, IOException,
+            simpledb.ParsingException, Zql.ParseException {
+        Query query = new Query(tId);
+
+        LogicalPlan lp = parseQueryLogicalPlan(tId, s);
+        DbIterator physicalPlan = lp.physicalPlan(tId,
+                TableStats.getStatsMap(), explain);
+        query.setPhysicalPlan(physicalPlan);
+        query.setLogicalPlan(lp);
+
+        if (physicalPlan != null) {
+            Class<?> c;
+            try {
+                c = Class.forName("simpledb.OperatorCardinality");
+
+                Class<?> p = Operator.class;
+                Class<?> h = Map.class;
+
+                java.lang.reflect.Method m = c.getMethod(
+                        "updateOperatorCardinality", p, h, h);
+
+                System.out.println("The query plan is:");
+                m.invoke(null, (Operator) physicalPlan,
+                        lp.getTableAliasToIdMapping(), TableStats.getStatsMap());
+                c = Class.forName("simpledb.QueryPlanVisualizer");
+                m = c.getMethod(
+                        "printQueryPlanTree", DbIterator.class, System.out.getClass());
+                m.invoke(c.newInstance(), physicalPlan,System.out);
+            } catch (ClassNotFoundException e) {
+            } catch (SecurityException e) {
+            } catch (NoSuchMethodException e) {
+                e.printStackTrace();
+            } catch (IllegalArgumentException e) {
+                e.printStackTrace();
+            } catch (IllegalAccessException e) {
+                e.printStackTrace();
+            } catch (InvocationTargetException e) {
+                e.printStackTrace();
+            } catch (InstantiationException e) {
+                e.printStackTrace();
+            }
+        }
+
+        return query;
+    }
+
+    public Query handleInsertStatement(ZInsert s, TransactionId tId)
+            throws TransactionAbortedException, DbException, IOException,
+            simpledb.ParsingException, Zql.ParseException {
+        int tableId;
+        try {
+            tableId = Database.getCatalog().getTableId(s.getTable()); // will
+                                                                      // fall
+            // through if
+            // table
+            // doesn't
+            // exist
+        } catch (NoSuchElementException e) {
+            throw new simpledb.ParsingException("Unknown table : "
+                    + s.getTable());
+        }
+
+        TupleDesc td = Database.getCatalog().getTupleDesc(tableId);
+
+        Tuple t = new Tuple(td);
+        int i = 0;
+        DbIterator newTups;
+
+        if (s.getValues() != null) {
+            @SuppressWarnings("unchecked")
+            Vector<ZExp> values = (Vector<ZExp>) s.getValues();
+            if (td.numFields() != values.size()) {
+                throw new simpledb.ParsingException(
+                        "INSERT statement does not contain same number of fields as table "
+                                + s.getTable());
+            }
+            for (ZExp e : values) {
+
+                if (!(e instanceof ZConstant))
+                    throw new simpledb.ParsingException(
+                            "Complex expressions not allowed in INSERT statements.");
+                ZConstant zc = (ZConstant) e;
+                if (zc.getType() == ZConstant.NUMBER) {
+                    if (td.getFieldType(i) != Type.INT_TYPE) {
+                        throw new simpledb.ParsingException("Value "
+                                + zc.getValue()
+                                + " is not an integer, expected a string.");
+                    }
+                    IntField f = new IntField(new Integer(zc.getValue()));
+                    t.setField(i, f);
+                } else if (zc.getType() == ZConstant.STRING) {
+                    if (td.getFieldType(i) != Type.STRING_TYPE) {
+                        throw new simpledb.ParsingException("Value "
+                                + zc.getValue()
+                                + " is a string, expected an integer.");
+                    }
+                    StringField f = new StringField(zc.getValue(),
+                            Type.STRING_LEN);
+                    t.setField(i, f);
+                } else {
+                    throw new simpledb.ParsingException(
+                            "Only string or int fields are supported.");
+                }
+
+                i++;
+            }
+            ArrayList<Tuple> tups = new ArrayList<Tuple>();
+            tups.add(t);
+            newTups = new TupleArrayIterator(tups);
+
+        } else {
+            ZQuery zq = (ZQuery) s.getQuery();
+            LogicalPlan lp = parseQueryLogicalPlan(tId, zq);
+            newTups = lp.physicalPlan(tId, TableStats.getStatsMap(), explain);
+        }
+        Query insertQ = new Query(tId);
+        insertQ.setPhysicalPlan(new Insert(tId, newTups, tableId));
+        return insertQ;
+    }
+
+    public Query handleDeleteStatement(ZDelete s, TransactionId tid)
+            throws TransactionAbortedException, DbException, IOException,
+            simpledb.ParsingException, Zql.ParseException {
+        int id;
+        try {
+            id = Database.getCatalog().getTableId(s.getTable()); // will fall
+                                                                 // through if
+                                                                 // table
+                                                                 // doesn't
+                                                                 // exist
+        } catch (NoSuchElementException e) {
+            throw new simpledb.ParsingException("Unknown table : "
+                    + s.getTable());
+        }
+        String name = s.getTable();
+        Query sdbq = new Query(tid);
+
+        LogicalPlan lp = new LogicalPlan();
+        lp.setQuery(s.toString());
+
+        lp.addScan(id, name);
+        if (s.getWhere() != null)
+            processExpression(tid, (ZExpression) s.getWhere(), lp);
+        lp.addProjectField("null.*", null);
+
+        DbIterator op = new Delete(tid, lp.physicalPlan(tid,
+                TableStats.getStatsMap(), false));
+        sdbq.setPhysicalPlan(op);
+
+        return sdbq;
+
+    }
+
+    public void handleTransactStatement(ZTransactStmt s)
+            throws TransactionAbortedException, DbException, IOException,
+            simpledb.ParsingException, Zql.ParseException {
+        if (s.getStmtType().equals("COMMIT")) {
+            if (curtrans == null)
+                throw new simpledb.ParsingException(
+                        "No transaction is currently running");
+            curtrans.commit();
+            curtrans = null;
+            inUserTrans = false;
+            System.out.println("Transaction " + curtrans.getId().getId()
+                    + " committed.");
+        } else if (s.getStmtType().equals("ROLLBACK")) {
+            if (curtrans == null)
+                throw new simpledb.ParsingException(
+                        "No transaction is currently running");
+            curtrans.abort();
+            curtrans = null;
+            inUserTrans = false;
+            System.out.println("Transaction " + curtrans.getId().getId()
+                    + " aborted.");
+
+        } else if (s.getStmtType().equals("SET TRANSACTION")) {
+            if (curtrans != null)
+                throw new simpledb.ParsingException(
+                        "Can't start new transactions until current transaction has been committed or rolledback.");
+            curtrans = new Transaction();
+            curtrans.start();
+            inUserTrans = true;
+            System.out.println("Started a new transaction tid = "
+                    + curtrans.getId().getId());
+        } else {
+            throw new simpledb.ParsingException("Unsupported operation");
+        }
+    }
+
+    public LogicalPlan generateLogicalPlan(TransactionId tid, String s)
+            throws simpledb.ParsingException {
+        ByteArrayInputStream bis = new ByteArrayInputStream(s.getBytes());
+        ZqlParser p = new ZqlParser(bis);
+        try {
+            ZStatement stmt = p.readStatement();
+            if (stmt instanceof ZQuery) {
+                LogicalPlan lp = parseQueryLogicalPlan(tid, (ZQuery) stmt);
+                return lp;
+            }
+        } catch (Zql.ParseException e) {
+            throw new simpledb.ParsingException(
+                    "Invalid SQL expression: \n \t " + e);
+        } catch (IOException e) {
+            throw new simpledb.ParsingException(e);
+        }
+
+        throw new simpledb.ParsingException(
+                "Cannot generate logical plan for expression : " + s);
+    }
+
+    public void setTransaction(Transaction t) {
+        curtrans = t;
+    }
+
+    public Transaction getTransaction() {
+        return curtrans;
+    }
+
+    public void processNextStatement(String s) {
+        try {
+            processNextStatement(new ByteArrayInputStream(s.getBytes("UTF-8")));
+        } catch (UnsupportedEncodingException e) {
+            e.printStackTrace();
+            throw new RuntimeException(e);
+        }
+    }
+
+    public void processNextStatement(InputStream is) {
+        try {
+            ZqlParser p = new ZqlParser(is);
+            ZStatement s = p.readStatement();
+
+            Query query = null;
+            if (s instanceof ZTransactStmt)
+                handleTransactStatement((ZTransactStmt) s);
+            else {
+                if (!this.inUserTrans) {
+                    curtrans = new Transaction();
+                    curtrans.start();
+                    System.out.println("Started a new transaction tid = "
+                            + curtrans.getId().getId());
+                }
+                try {
+                    if (s instanceof ZInsert)
+                        query = handleInsertStatement((ZInsert) s,
+                                curtrans.getId());
+                    else if (s instanceof ZDelete)
+                        query = handleDeleteStatement((ZDelete) s,
+                                curtrans.getId());
+                    else if (s instanceof ZQuery)
+                        query = handleQueryStatement((ZQuery) s,
+                                curtrans.getId());
+                    else {
+                        System.out
+                                .println("Can't parse "
+                                        + s
+                                        + "\n -- parser only handles SQL transactions, insert, delete, and select statements");
+                    }
+                    if (query != null)
+                        query.execute();
+
+                    if (!inUserTrans && curtrans != null) {
+                        curtrans.commit();
+                        System.out.println("Transaction "
+                                + curtrans.getId().getId() + " committed.");
+                    }
+                } catch (Throwable a) {
+                    // Whenever error happens, abort the current transaction
+                    if (curtrans != null) {
+                        curtrans.abort();
+                        System.out.println("Transaction "
+                                + curtrans.getId().getId()
+                                + " aborted because of unhandled error");
+                    }
+                    this.inUserTrans = false;
+
+                    if (a instanceof simpledb.ParsingException
+                            || a instanceof Zql.ParseException)
+                        throw new ParsingException((Exception) a);
+                    if (a instanceof Zql.TokenMgrError)
+                        throw (Zql.TokenMgrError) a;
+                    throw new DbException(a.getMessage());
+                } finally {
+                    if (!inUserTrans)
+                        curtrans = null;
+                }
+            }
+
+        } catch (TransactionAbortedException e) {
+            e.printStackTrace();
+        } catch (DbException e) {
+            e.printStackTrace();
+        } catch (IOException e) {
+            e.printStackTrace();
+        } catch (simpledb.ParsingException e) {
+            System.out
+                    .println("Invalid SQL expression: \n \t" + e.getMessage());
+        } catch (Zql.ParseException e) {
+            System.out.println("Invalid SQL expression: \n \t " + e);
+        } catch (Zql.TokenMgrError e) {
+            System.out.println("Invalid SQL expression: \n \t " + e);
+        }
+    }
+
+    // Basic SQL completions
+    public static final String[] SQL_COMMANDS = { "select", "from", "where",
+            "group by", "max(", "min(", "avg(", "count", "rollback", "commit",
+            "insert", "delete", "values", "into" };
+
+    public static void main(String argv[]) throws IOException {
+
+        if (argv.length < 1 || argv.length > 4) {
+            System.out.println("Invalid number of arguments.\n" + usage);
+            System.exit(0);
+        }
+
+        Parser p = new Parser();
+
+        p.start(argv);
+    }
+
+    static final String usage = "Usage: parser catalogFile [-explain] [-f queryFile]";
+
+    protected void shutdown() {
+        System.out.println("Bye");
+    }
+
+    protected boolean interactive = true;
+
+    protected void start(String[] argv) throws IOException {
+        // first add tables to database
+        Database.getCatalog().loadSchema(argv[0]);
+        TableStats.computeStatistics();
+
+        String queryFile = null;
+
+        if (argv.length > 1) {
+            for (int i = 1; i < argv.length; i++) {
+                if (argv[i].equals("-explain")) {
+                    explain = true;
+                    System.out.println("Explain mode enabled.");
+                } else if (argv[i].equals("-f")) {
+                    interactive = false;
+                    if (i++ == argv.length) {
+                        System.out.println("Expected file name after -f\n"
+                                + usage);
+                        System.exit(0);
+                    }
+                    queryFile = argv[i];
+
+                } else {
+                    System.out.println("Unknown argument " + argv[i] + "\n "
+                            + usage);
+                }
+            }
+        }
+        if (!interactive) {
+            try {
+                // curtrans = new Transaction();
+                // curtrans.start();
+                long startTime = System.currentTimeMillis();
+                processNextStatement(new FileInputStream(new File(queryFile)));
+                long time = System.currentTimeMillis() - startTime;
+                System.out.printf("----------------\n%.2f seconds\n\n",
+                        ((double) time / 1000.0));
+                System.out.println("Press Enter to exit");
+                System.in.read();
+                this.shutdown();
+            } catch (FileNotFoundException e) {
+                System.out.println("Unable to find query file" + queryFile);
+                e.printStackTrace();
+            }
+        } else { // no query file, run interactive prompt
+            ConsoleReader reader = new ConsoleReader();
+
+            // Add really stupid tab completion for simple SQL
+            ArgumentCompletor completor = new ArgumentCompletor(
+                    new SimpleCompletor(SQL_COMMANDS));
+            completor.setStrict(false); // match at any position
+            reader.addCompletor(completor);
+
+            StringBuilder buffer = new StringBuilder();
+            String line;
+            boolean quit = false;
+            while (!quit && (line = reader.readLine("SimpleDB> ")) != null) {
+                // Split statements at ';': handles multiple statements on one
+                // line, or one
+                // statement spread across many lines
+                while (line.indexOf(';') >= 0) {
+                    int split = line.indexOf(';');
+                    buffer.append(line.substring(0, split + 1));
+                    String cmd = buffer.toString().trim();
+                    cmd = cmd.substring(0, cmd.length() - 1).trim() + ";";
+                    byte[] statementBytes = cmd.getBytes("UTF-8");
+                    if (cmd.equalsIgnoreCase("quit;")
+                            || cmd.equalsIgnoreCase("exit;")) {
+                        shutdown();
+                        quit = true;
+                        break;
+                    }
+
+                    long startTime = System.currentTimeMillis();
+                    processNextStatement(new ByteArrayInputStream(
+                            statementBytes));
+                    long time = System.currentTimeMillis() - startTime;
+                    System.out.printf("----------------\n%.2f seconds\n\n",
+                            ((double) time / 1000.0));
+
+                    // Grab the remainder of the line
+                    line = line.substring(split + 1);
+                    buffer = new StringBuilder();
+                }
+                if (line.length() > 0) {
+                    buffer.append(line);
+                    buffer.append("\n");
+                }
+            }
+        }
+    }
+}
+
+class TupleArrayIterator implements DbIterator {
+    /**
+	 * 
+	 */
+    private static final long serialVersionUID = 1L;
+    ArrayList<Tuple> tups;
+    Iterator<Tuple> it = null;
+
+    public TupleArrayIterator(ArrayList<Tuple> tups) {
+        this.tups = tups;
+    }
+
+    public void open() throws DbException, TransactionAbortedException {
+        it = tups.iterator();
+    }
+
+    /** @return true if the iterator has more items. */
+    public boolean hasNext() throws DbException, TransactionAbortedException {
+        return it.hasNext();
+    }
+
+    /**
+     * Gets the next tuple from the operator (typically implementing by reading
+     * from a child operator or an access method).
+     * 
+     * @return The next tuple in the iterator, or null if there are no more
+     *         tuples.
+     */
+    public Tuple next() throws DbException, TransactionAbortedException,
+            NoSuchElementException {
+        return it.next();
+    }
+
+    /**
+     * Resets the iterator to the start.
+     * 
+     * @throws DbException
+     *             When rewind is unsupported.
+     */
+    public void rewind() throws DbException, TransactionAbortedException {
+        it = tups.iterator();
+    }
+
+    /**
+     * Returns the TupleDesc associated with this DbIterator.
+     */
+    public TupleDesc getTupleDesc() {
+        return tups.get(0).getTupleDesc();
+    }
+
+    /**
+     * Closes the iterator.
+     */
+    public void close() {
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/ParsingException.java b/hw/hw3/starter-code/src/java/simpledb/ParsingException.java
new file mode 100644
index 0000000..be8e936
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/ParsingException.java
@@ -0,0 +1,17 @@
+package simpledb;
+import java.lang.Exception;
+
+public class ParsingException extends Exception {
+    public ParsingException(String string) {
+        super(string);
+    }
+
+    public ParsingException(Exception e) {
+        super(e);
+    }
+
+    /**
+     *
+     */
+    private static final long serialVersionUID = 1L;
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Permissions.java b/hw/hw3/starter-code/src/java/simpledb/Permissions.java
new file mode 100644
index 0000000..3cdb3f6
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Permissions.java
@@ -0,0 +1,26 @@
+package simpledb;
+
+/**
+ * Class representing requested permissions to a relation/file.
+ * Private constructor with two static objects READ_ONLY and READ_WRITE that
+ * represent the two levels of permission.
+ */
+public class Permissions {
+  int permLevel;
+
+  private Permissions(int permLevel) {
+    this.permLevel = permLevel;
+  }
+
+  public String toString() {
+    if (permLevel == 0)
+      return "READ_ONLY";
+    if (permLevel == 1)
+      return "READ_WRITE";
+    return "UNKNOWN";
+  }
+
+  public static final Permissions READ_ONLY = new Permissions(0);
+  public static final Permissions READ_WRITE = new Permissions(1);
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/PlanCache.java b/hw/hw3/starter-code/src/java/simpledb/PlanCache.java
new file mode 100644
index 0000000..43ccfe4
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/PlanCache.java
@@ -0,0 +1,50 @@
+package simpledb;
+import java.util.HashMap;
+import java.util.Set;
+import java.util.Vector;
+
+/** A PlanCache is a helper class that can be used to store the best
+ * way to order a given set of joins */
+public class PlanCache {
+    HashMap<Set<LogicalJoinNode>,Vector<LogicalJoinNode>> bestOrders= new HashMap<Set<LogicalJoinNode>,Vector<LogicalJoinNode>>();
+    HashMap<Set<LogicalJoinNode>,Double> bestCosts= new HashMap<Set<LogicalJoinNode>,Double>();
+    HashMap<Set<LogicalJoinNode>,Integer> bestCardinalities = new HashMap<Set<LogicalJoinNode>,Integer>();
+    
+    /** Add a new cost, cardinality and ordering for a particular join set.  Does not verify that the
+        new cost is less than any previously added cost -- simply adds or replaces an existing plan for the
+        specified join set
+        @param s the set of joins for which a new ordering (plan) is being added
+        @param cost the estimated cost of the specified plan
+        @param card the estimatied cardinality of the specified plan
+        @param order the ordering of the joins in the plan
+    */
+    void addPlan(Set<LogicalJoinNode> s, double cost, int card, Vector<LogicalJoinNode> order) {
+        bestOrders.put(s,order);                        
+        bestCosts.put(s,cost);
+        bestCardinalities.put(s,card);
+    }
+    
+    /** Find the best join order in the cache for the specified plan 
+        @param s the set of joins to look up the best order for
+        @return the best order for s in the cache
+    */
+    Vector<LogicalJoinNode> getOrder(Set<LogicalJoinNode> s) {
+        return bestOrders.get(s);
+    }
+    
+    /** Find the cost of the best join order in the cache for the specified plan 
+        @param s the set of joins to look up the best cost for
+        @return the cost of the best order for s in the cache
+    */
+    double getCost(Set<LogicalJoinNode> s) {
+        return bestCosts.get(s);
+    }
+    
+    /** Find the cardinality of the best join order in the cache for the specified plan 
+        @param s the set of joins to look up the best cardinality for
+        @return the cardinality of the best order for s in the cache
+    */
+    int getCard(Set<LogicalJoinNode> s) {
+        return bestCardinalities.get(s);
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Predicate.java b/hw/hw3/starter-code/src/java/simpledb/Predicate.java
new file mode 100644
index 0000000..c751a2c
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Predicate.java
@@ -0,0 +1,111 @@
+package simpledb;
+
+import java.io.Serializable;
+
+/**
+ * Predicate compares tuples to a specified Field value.
+ */
+public class Predicate implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /** Constants used for return codes in Field.compare */
+    public enum Op implements Serializable {
+        EQUALS, GREATER_THAN, LESS_THAN, LESS_THAN_OR_EQ, GREATER_THAN_OR_EQ, LIKE, NOT_EQUALS;
+
+        /**
+         * Interface to access operations by integer value for command-line
+         * convenience.
+         * 
+         * @param i
+         *            a valid integer Op index
+         */
+        public static Op getOp(int i) {
+            return values()[i];
+        }
+
+        public String toString() {
+            if (this == EQUALS)
+                return "=";
+            if (this == GREATER_THAN)
+                return ">";
+            if (this == LESS_THAN)
+                return "<";
+            if (this == LESS_THAN_OR_EQ)
+                return "<=";
+            if (this == GREATER_THAN_OR_EQ)
+                return ">=";
+            if (this == LIKE)
+                return "LIKE";
+            if (this == NOT_EQUALS)
+                return "<>";
+            throw new IllegalStateException("impossible to reach here");
+        }
+
+    }
+    
+    /**
+     * Constructor.
+     * 
+     * @param field
+     *            field number of passed in tuples to compare against.
+     * @param op
+     *            operation to use for comparison
+     * @param operand
+     *            field value to compare passed in tuples to
+     */
+    public Predicate(int field, Op op, Field operand) {
+        // some code goes here
+    }
+
+    /**
+     * @return the field number
+     */
+    public int getField()
+    {
+        // some code goes here
+        return -1;
+    }
+
+    /**
+     * @return the operator
+     */
+    public Op getOp()
+    {
+        // some code goes here
+        return null;
+    }
+    
+    /**
+     * @return the operand
+     */
+    public Field getOperand()
+    {
+        // some code goes here
+        return null;
+    }
+    
+    /**
+     * Compares the field number of t specified in the constructor to the
+     * operand field specified in the constructor using the operator specific in
+     * the constructor. The comparison can be made through Field's compare
+     * method.
+     * 
+     * @param t
+     *            The tuple to compare against
+     * @return true if the comparison is true, false otherwise.
+     */
+    public boolean filter(Tuple t) {
+        // some code goes here
+        return false;
+    }
+
+    /**
+     * Returns something useful, like "f = field_id op = op_string operand =
+     * operand_string
+     */
+    public String toString() {
+        // some code goes here
+        return "";
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Project.java b/hw/hw3/starter-code/src/java/simpledb/Project.java
new file mode 100644
index 0000000..e54fef7
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Project.java
@@ -0,0 +1,96 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * Project is an operator that implements a relational projection.
+ */
+public class Project extends Operator {
+
+    private static final long serialVersionUID = 1L;
+    private DbIterator child;
+    private TupleDesc td;
+    private ArrayList<Integer> outFieldIds;
+
+    /**
+     * Constructor accepts a child operator to read tuples to apply projection
+     * to and a list of fields in output tuple
+     * 
+     * @param fieldList
+     *            The ids of the fields child's tupleDesc to project out
+     * @param typesList
+     *            the types of the fields in the final projection
+     * @param child
+     *            The child operator
+     */
+    public Project(ArrayList<Integer> fieldList, ArrayList<Type> typesList,
+            DbIterator child) {
+        this(fieldList,typesList.toArray(new Type[]{}),child);
+    }
+    
+    public Project(ArrayList<Integer> fieldList, Type[] types,
+            DbIterator child) {
+        this.child = child;
+        outFieldIds = fieldList;
+        String[] fieldAr = new String[fieldList.size()];
+        TupleDesc childtd = child.getTupleDesc();
+
+        for (int i = 0; i < fieldAr.length; i++) {
+            fieldAr[i] = childtd.getFieldName(fieldList.get(i));
+        }
+        td = new TupleDesc(types, fieldAr);
+    }
+
+    public TupleDesc getTupleDesc() {
+        return td;
+    }
+
+    public void open() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        child.open();
+        super.open();
+    }
+
+    public void close() {
+        super.close();
+        child.close();
+    }
+
+    public void rewind() throws DbException, TransactionAbortedException {
+        child.rewind();
+    }
+
+    /**
+     * Operator.fetchNext implementation. Iterates over tuples from the child
+     * operator, projecting out the fields from the tuple
+     * 
+     * @return The next tuple, or null if there are no more tuples
+     */
+    protected Tuple fetchNext() throws NoSuchElementException,
+            TransactionAbortedException, DbException {
+        while (child.hasNext()) {
+            Tuple t = child.next();
+            Tuple newTuple = new Tuple(td);
+            newTuple.setRecordId(t.getRecordId());
+            for (int i = 0; i < td.numFields(); i++) {
+                newTuple.setField(i, t.getField(outFieldIds.get(i)));
+            }
+            return newTuple;
+        }
+        return null;
+    }
+
+    @Override
+    public DbIterator[] getChildren() {
+        return new DbIterator[] { this.child };
+    }
+
+    @Override
+    public void setChildren(DbIterator[] children) {
+	if (this.child!=children[0])
+	{
+	    this.child = children[0];
+	}
+    }
+    
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Query.java b/hw/hw3/starter-code/src/java/simpledb/Query.java
new file mode 100644
index 0000000..45567f8
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Query.java
@@ -0,0 +1,118 @@
+package simpledb;
+
+import java.io.*;
+import java.util.*;
+
+/**
+ * Query is a wrapper class to manage the execution of queries. It takes a query
+ * plan in the form of a high level DbIterator (built by initiating the
+ * constructors of query plans) and runs it as a part of a specified
+ * transaction.
+ * 
+ * @author Sam Madden
+ */
+
+public class Query implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    transient private DbIterator op;
+    transient private LogicalPlan logicalPlan;
+    TransactionId tid;
+    transient private boolean started = false;
+
+    public TransactionId getTransactionId() {
+        return this.tid;
+    }
+
+    public void setLogicalPlan(LogicalPlan lp) {
+        this.logicalPlan = lp;
+    }
+
+    public LogicalPlan getLogicalPlan() {
+        return this.logicalPlan;
+    }
+
+    public void setPhysicalPlan(DbIterator pp) {
+        this.op = pp;
+    }
+
+    public DbIterator getPhysicalPlan() {
+        return this.op;
+    }
+
+    public Query(TransactionId t) {
+        tid = t;
+    }
+
+    public Query(DbIterator root, TransactionId t) {
+        op = root;
+        tid = t;
+    }
+
+    public void start() throws IOException, DbException,
+            TransactionAbortedException {
+        op.open();
+
+        started = true;
+    }
+
+    public TupleDesc getOutputTupleDesc() {
+        return this.op.getTupleDesc();
+    }
+
+    /** @return true if there are more tuples remaining. */
+    public boolean hasNext() throws DbException, TransactionAbortedException {
+        return op.hasNext();
+    }
+
+    /**
+     * Returns the next tuple, or throws NoSuchElementException if the iterator
+     * is closed.
+     * 
+     * @return The next tuple in the iterator
+     * @throws DbException
+     *             If there is an error in the database system
+     * @throws NoSuchElementException
+     *             If the iterator has finished iterating
+     * @throws TransactionAbortedException
+     *             If the transaction is aborted (e.g., due to a deadlock)
+     */
+    public Tuple next() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        if (!started)
+            throw new DbException("Database not started.");
+
+        return op.next();
+    }
+
+    /** Close the iterator */
+    public void close() throws IOException {
+        op.close();
+        started = false;
+    }
+
+    public void execute() throws IOException, DbException, TransactionAbortedException {
+        TupleDesc td = this.getOutputTupleDesc();
+
+        String names = "";
+        for (int i = 0; i < td.numFields(); i++) {
+            names += td.getFieldName(i) + "\t";
+        }
+        System.out.println(names);
+        for (int i = 0; i < names.length() + td.numFields() * 4; i++) {
+            System.out.print("-");
+        }
+        System.out.println("");
+
+        this.start();
+        int cnt = 0;
+        while (this.hasNext()) {
+            Tuple tup = this.next();
+            System.out.println(tup);
+            cnt++;
+        }
+        System.out.println("\n " + cnt + " rows.");
+        this.close();
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/RecordId.java b/hw/hw3/starter-code/src/java/simpledb/RecordId.java
new file mode 100644
index 0000000..d878653
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/RecordId.java
@@ -0,0 +1,67 @@
+package simpledb;
+
+import java.io.Serializable;
+
+/**
+ * A RecordId is a reference to a specific tuple on a specific page of a
+ * specific table.
+ */
+public class RecordId implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Creates a new RecordId referring to the specified PageId and tuple
+     * number.
+     * 
+     * @param pid
+     *            the pageid of the page on which the tuple resides
+     * @param tupleno
+     *            the tuple number within the page.
+     */
+    public RecordId(PageId pid, int tupleno) {
+        // some code goes here
+    }
+
+    /**
+     * @return the tuple number this RecordId references.
+     */
+    public int tupleno() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * @return the page id this RecordId references.
+     */
+    public PageId getPageId() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Two RecordId objects are considered equal if they represent the same
+     * tuple.
+     * 
+     * @return True if this and o represent the same tuple
+     */
+    @Override
+    public boolean equals(Object o) {
+        // some code goes here
+        throw new UnsupportedOperationException("implement this");
+    }
+
+    /**
+     * You should implement the hashCode() so that two equal RecordId instances
+     * (with respect to equals()) have the same hashCode().
+     * 
+     * @return An int that is the same for equal RecordId objects.
+     */
+    @Override
+    public int hashCode() {
+        // some code goes here
+        throw new UnsupportedOperationException("implement this");
+
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/SeqScan.java b/hw/hw3/starter-code/src/java/simpledb/SeqScan.java
new file mode 100644
index 0000000..5f5f539
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/SeqScan.java
@@ -0,0 +1,109 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * SeqScan is an implementation of a sequential scan access method that reads
+ * each tuple of a table in no particular order (e.g., as they are laid out on
+ * disk).
+ */
+public class SeqScan implements DbIterator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Creates a sequential scan over the specified table as a part of the
+     * specified transaction.
+     * 
+     * @param tid
+     *            The transaction this scan is running as a part of.
+     * @param tableid
+     *            the table to scan.
+     * @param tableAlias
+     *            the alias of this table (needed by the parser); the returned
+     *            tupleDesc should have fields with name tableAlias.fieldName
+     *            (note: this class is not responsible for handling a case where
+     *            tableAlias or fieldName are null. It shouldn't crash if they
+     *            are, but the resulting name can be null.fieldName,
+     *            tableAlias.null, or null.null).
+     */
+    public SeqScan(TransactionId tid, int tableid, String tableAlias) {
+        // some code goes here
+    }
+
+    /**
+     * @return
+     *       return the table name of the table the operator scans. This should
+     *       be the actual name of the table in the catalog of the database
+     * */
+    public String getTableName() {
+        return null;
+    }
+    
+    /**
+     * @return Return the alias of the table this operator scans. 
+     * */
+    public String getAlias()
+    {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Reset the tableid, and tableAlias of this operator.
+     * @param tableid
+     *            the table to scan.
+     * @param tableAlias
+     *            the alias of this table (needed by the parser); the returned
+     *            tupleDesc should have fields with name tableAlias.fieldName
+     *            (note: this class is not responsible for handling a case where
+     *            tableAlias or fieldName are null. It shouldn't crash if they
+     *            are, but the resulting name can be null.fieldName,
+     *            tableAlias.null, or null.null).
+     */
+    public void reset(int tableid, String tableAlias) {
+        // some code goes here
+    }
+
+    public SeqScan(TransactionId tid, int tableid) {
+        this(tid, tableid, Database.getCatalog().getTableName(tableid));
+    }
+
+    public void open() throws DbException, TransactionAbortedException {
+        // some code goes here
+    }
+
+    /**
+     * Returns the TupleDesc with field names from the underlying HeapFile,
+     * prefixed with the tableAlias string from the constructor. This prefix
+     * becomes useful when joining tables containing a field(s) with the same
+     * name.
+     * 
+     * @return the TupleDesc with field names from the underlying HeapFile,
+     *         prefixed with the tableAlias string from the constructor.
+     */
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    public boolean hasNext() throws TransactionAbortedException, DbException {
+        // some code goes here
+        return false;
+    }
+
+    public Tuple next() throws NoSuchElementException,
+            TransactionAbortedException, DbException {
+        // some code goes here
+        return null;
+    }
+
+    public void close() {
+        // some code goes here
+    }
+
+    public void rewind() throws DbException, NoSuchElementException,
+            TransactionAbortedException {
+        // some code goes here
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/SimpleDb.java b/hw/hw3/starter-code/src/java/simpledb/SimpleDb.java
new file mode 100644
index 0000000..02f7636
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/SimpleDb.java
@@ -0,0 +1,99 @@
+package simpledb;
+import java.io.*;
+
+public class SimpleDb {
+    public static void main (String args[])
+            throws DbException, TransactionAbortedException, IOException {
+        // convert a file
+        if(args[0].equals("convert")) {
+        try {
+            if (args.length<3 || args.length>5){
+                System.err.println("Unexpected number of arguments to convert ");
+                return;
+            }
+            File sourceTxtFile=new File(args[1]);
+            File targetDatFile=new File(args[1].replaceAll(".txt", ".dat"));
+            int numOfAttributes=Integer.parseInt(args[2]);
+            Type[] ts = new Type[numOfAttributes];
+            char fieldSeparator=',';
+
+            if (args.length == 3) 
+                for (int i=0;i<numOfAttributes;i++)
+                    ts[i]=Type.INT_TYPE;
+            else {
+                String typeString=args[3];
+                String[] typeStringAr = typeString.split(",");
+                if (typeStringAr.length!=numOfAttributes)
+                {
+                        System.err.println("The number of types does not agree with the number of columns");
+                        return;
+                }
+                int index=0;
+                for (String s: typeStringAr) {
+                        if (s.toLowerCase().equals("int"))
+                            ts[index++]=Type.INT_TYPE;
+                        else if (s.toLowerCase().equals("string"))
+                                ts[index++]=Type.STRING_TYPE;
+                            else {
+                                System.err.println("Unknown type " + s);
+                                return;
+                            }
+                }
+                if (args.length==5)
+                    fieldSeparator=args[4].charAt(0);
+            }
+
+            HeapFileEncoder.convert(sourceTxtFile,targetDatFile,
+                        BufferPool.getPageSize(),numOfAttributes,ts,fieldSeparator);
+
+        } catch (IOException e) {
+                throw new RuntimeException(e);
+        }
+        } else if (args[0].equals("print")) {
+            File tableFile = new File(args[1]);
+            int columns = Integer.parseInt(args[2]);
+            DbFile table = Utility.openHeapFile(columns, tableFile);
+            TransactionId tid = new TransactionId();
+            DbFileIterator it = table.iterator(tid);
+            
+            if(null == it){
+               System.out.println("Error: method HeapFile.iterator(TransactionId tid) not yet implemented!");
+            } else {
+               it.open();
+               while (it.hasNext()) {
+                  Tuple t = it.next();
+                  System.out.println(t);
+               }
+               it.close();
+            }
+        }
+        else if (args[0].equals("parser")) {
+            // Strip the first argument and call the parser
+            String[] newargs = new String[args.length-1];
+            for (int i = 1; i < args.length; ++i) {
+                newargs[i-1] = args[i];
+            }
+            
+            try {
+                //dynamically load Parser -- if it doesn't exist, print error message
+                Class<?> c = Class.forName("simpledb.Parser");
+                Class<?> s = String[].class;
+                
+                java.lang.reflect.Method m = c.getMethod("main", s);
+                m.invoke(null, (java.lang.Object)newargs);
+            } catch (ClassNotFoundException cne) {
+                System.out.println("Class Parser not found -- perhaps you are trying to run the parser as a part of lab1?");
+            }
+            catch (Exception e) {
+                System.out.println("Error in parser.");
+                e.printStackTrace();
+            }
+
+        }
+        else {
+            System.err.println("Unknown command: " + args[0]);
+            System.exit(1);
+        }
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/StringAggregator.java b/hw/hw3/starter-code/src/java/simpledb/StringAggregator.java
new file mode 100644
index 0000000..04fb657
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/StringAggregator.java
@@ -0,0 +1,44 @@
+package simpledb;
+
+/**
+ * Knows how to compute some aggregate over a set of StringFields.
+ */
+public class StringAggregator implements Aggregator {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Aggregate constructor
+     * @param gbfield the 0-based index of the group-by field in the tuple, or NO_GROUPING if there is no grouping
+     * @param gbfieldtype the type of the group by field (e.g., Type.INT_TYPE), or null if there is no grouping
+     * @param afield the 0-based index of the aggregate field in the tuple
+     * @param what aggregation operator to use -- only supports COUNT
+     * @throws IllegalArgumentException if what != COUNT
+     */
+
+    public StringAggregator(int gbfield, Type gbfieldtype, int afield, Op what) {
+        // some code goes here
+    }
+
+    /**
+     * Merge a new tuple into the aggregate, grouping as indicated in the constructor
+     * @param tup the Tuple containing an aggregate field and a group-by field
+     */
+    public void mergeTupleIntoGroup(Tuple tup) {
+        // some code goes here
+    }
+
+    /**
+     * Create a DbIterator over group aggregate results.
+     *
+     * @return a DbIterator whose tuples are the pair (groupVal,
+     *   aggregateVal) if using group, or a single (aggregateVal) if no
+     *   grouping. The aggregateVal is determined by the type of
+     *   aggregate specified in the constructor.
+     */
+    public DbIterator iterator() {
+        // some code goes here
+        throw new UnsupportedOperationException("please implement me for lab2");
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/StringField.java b/hw/hw3/starter-code/src/java/simpledb/StringField.java
new file mode 100644
index 0000000..309ce07
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/StringField.java
@@ -0,0 +1,115 @@
+package simpledb;
+
+import java.io.*;
+
+/**
+ * Instance of Field that stores a single String of a fixed length.
+ */
+public class StringField implements Field {
+
+	private static final long serialVersionUID = 1L;
+
+	private final String value;
+	private final int maxSize;
+
+	public String getValue() {
+		return value;
+	}
+
+	/**
+	 * Constructor.
+	 * 
+	 * @param s
+	 *            The value of this field.
+	 * @param maxSize
+	 *            The maximum size of this string
+	 */
+	public StringField(String s, int maxSize) {
+		this.maxSize = maxSize;
+
+		if (s.length() > maxSize)
+			value = s.substring(0, maxSize);
+		else
+			value = s;
+	}
+
+	public String toString() {
+		return value;
+	}
+
+	public int hashCode() {
+		return value.hashCode();
+	}
+
+	public boolean equals(Object field) {
+		return ((StringField) field).value.equals(value);
+	}
+
+	/**
+	 * Write this string to dos. Always writes maxSize + 4 bytes to the passed
+	 * in dos. First four bytes are string length, next bytes are string, with
+	 * remainder padded with 0 to maxSize.
+	 * 
+	 * @param dos
+	 *            Where the string is written
+	 */
+	public void serialize(DataOutputStream dos) throws IOException {
+		String s = value;
+		int overflow = maxSize - s.length();
+		if (overflow < 0) {
+			String news = s.substring(0, maxSize);
+			s = news;
+		}
+		dos.writeInt(s.length());
+		dos.writeBytes(s);
+		while (overflow-- > 0)
+			dos.write((byte) 0);
+	}
+
+	/**
+	 * Compare the specified field to the value of this Field. Return semantics
+	 * are as specified by Field.compare
+	 * 
+	 * @throws IllegalCastException
+	 *             if val is not a StringField
+	 * @see Field#compare
+	 */
+	public boolean compare(Predicate.Op op, Field val) {
+
+		StringField iVal = (StringField) val;
+		int cmpVal = value.compareTo(iVal.value);
+
+		switch (op) {
+		case EQUALS:
+			return cmpVal == 0;
+
+		case NOT_EQUALS:
+			return cmpVal != 0;
+
+		case GREATER_THAN:
+			return cmpVal > 0;
+
+		case GREATER_THAN_OR_EQ:
+			return cmpVal >= 0;
+
+		case LESS_THAN:
+			return cmpVal < 0;
+
+		case LESS_THAN_OR_EQ:
+			return cmpVal <= 0;
+
+		case LIKE:
+			return value.indexOf(iVal.value) >= 0;
+		}
+
+		return false;
+	}
+
+	/**
+	 * @return the Type for this Field
+	 */
+	public Type getType() {
+
+		return Type.STRING_TYPE;
+	}
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/TableStats.java b/hw/hw3/starter-code/src/java/simpledb/TableStats.java
new file mode 100644
index 0000000..9829cfe
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/TableStats.java
@@ -0,0 +1,162 @@
+package simpledb;
+
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * TableStats represents statistics (e.g., histograms) about base tables in a
+ * query. 
+ * 
+ * This class is not needed in implementing lab1 and lab2.
+ */
+public class TableStats {
+
+    private static final ConcurrentHashMap<String, TableStats> statsMap = new ConcurrentHashMap<String, TableStats>();
+
+    static final int IOCOSTPERPAGE = 1000;
+
+    public static TableStats getTableStats(String tablename) {
+        return statsMap.get(tablename);
+    }
+
+    public static void setTableStats(String tablename, TableStats stats) {
+        statsMap.put(tablename, stats);
+    }
+    
+    public static void setStatsMap(HashMap<String,TableStats> s)
+    {
+        try {
+            java.lang.reflect.Field statsMapF = TableStats.class.getDeclaredField("statsMap");
+            statsMapF.setAccessible(true);
+            statsMapF.set(null, s);
+        } catch (NoSuchFieldException e) {
+            e.printStackTrace();
+        } catch (SecurityException e) {
+            e.printStackTrace();
+        } catch (IllegalArgumentException e) {
+            e.printStackTrace();
+        } catch (IllegalAccessException e) {
+            e.printStackTrace();
+        }
+
+    }
+
+    public static Map<String, TableStats> getStatsMap() {
+        return statsMap;
+    }
+
+    public static void computeStatistics() {
+        Iterator<Integer> tableIt = Database.getCatalog().tableIdIterator();
+
+        System.out.println("Computing table stats.");
+        while (tableIt.hasNext()) {
+            int tableid = tableIt.next();
+            TableStats s = new TableStats(tableid, IOCOSTPERPAGE);
+            setTableStats(Database.getCatalog().getTableName(tableid), s);
+        }
+        System.out.println("Done.");
+    }
+
+    /**
+     * Number of bins for the histogram. Feel free to increase this value over
+     * 100, though our tests assume that you have at least 100 bins in your
+     * histograms.
+     */
+    static final int NUM_HIST_BINS = 100;
+
+    /**
+     * Create a new TableStats object, that keeps track of statistics on each
+     * column of a table
+     * 
+     * @param tableid
+     *            The table over which to compute statistics
+     * @param ioCostPerPage
+     *            The cost per page of IO. This doesn't differentiate between
+     *            sequential-scan IO and disk seeks.
+     */
+    public TableStats(int tableid, int ioCostPerPage) {
+        // For this function, you'll have to get the
+        // DbFile for the table in question,
+        // then scan through its tuples and calculate
+        // the values that you need.
+        // You should try to do this reasonably efficiently, but you don't
+        // necessarily have to (for example) do everything
+        // in a single scan of the table.
+        // some code goes here
+    }
+
+    /**
+     * Estimates the cost of sequentially scanning the file, given that the cost
+     * to read a page is costPerPageIO. You can assume that there are no seeks
+     * and that no pages are in the buffer pool.
+     * 
+     * Also, assume that your hard drive can only read entire pages at once, so
+     * if the last page of the table only has one tuple on it, it's just as
+     * expensive to read as a full page. (Most real hard drives can't
+     * efficiently address regions smaller than a page at a time.)
+     * 
+     * @return The estimated cost of scanning the table.
+     */
+    public double estimateScanCost() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * This method returns the number of tuples in the relation, given that a
+     * predicate with selectivity selectivityFactor is applied.
+     * 
+     * @param selectivityFactor
+     *            The selectivity of any predicates over the table
+     * @return The estimated cardinality of the scan with the specified
+     *         selectivityFactor
+     */
+    public int estimateTableCardinality(double selectivityFactor) {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * The average selectivity of the field under op.
+     * @param field
+     *        the index of the field
+     * @param op
+     *        the operator in the predicate
+     * The semantic of the method is that, given the table, and then given a
+     * tuple, of which we do not know the value of the field, return the
+     * expected selectivity. You may estimate this value from the histograms.
+     * */
+    public double avgSelectivity(int field, Predicate.Op op) {
+        // some code goes here
+        return 1.0;
+    }
+
+    /**
+     * Estimate the selectivity of predicate <tt>field op constant</tt> on the
+     * table.
+     * 
+     * @param field
+     *            The field over which the predicate ranges
+     * @param op
+     *            The logical operation in the predicate
+     * @param constant
+     *            The value against which the field is compared
+     * @return The estimated selectivity (fraction of tuples that satisfy) the
+     *         predicate
+     */
+    public double estimateSelectivity(int field, Predicate.Op op, Field constant) {
+        // some code goes here
+        return 1.0;
+    }
+
+    /**
+     * return the total number of tuples in this table
+     * */
+    public int totalTuples() {
+        // some code goes here
+        return 0;
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Transaction.java b/hw/hw3/starter-code/src/java/simpledb/Transaction.java
new file mode 100644
index 0000000..8db3b18
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Transaction.java
@@ -0,0 +1,69 @@
+package simpledb;
+
+import java.io.*;
+
+/**
+ * Transaction encapsulates information about the state of
+ * a transaction and manages transaction commit / abort.
+ */
+
+public class Transaction {
+    private final TransactionId tid;
+    volatile boolean started = false;
+
+    public Transaction() {
+        tid = new TransactionId();
+    }
+
+    /** Start the transaction running */
+    public void start() {
+        started = true;
+        try {
+            Database.getLogFile().logXactionBegin(tid);
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public TransactionId getId() {
+        return tid;
+    }
+
+    /** Finish the transaction */
+    public void commit() throws IOException {
+        transactionComplete(false);
+    }
+
+    /** Finish the transaction */
+    public void abort() throws IOException {
+        transactionComplete(true);
+    }
+
+    /** Handle the details of transaction commit / abort */
+    public void transactionComplete(boolean abort) throws IOException {
+
+        if (started) {
+            //write commit / abort records
+            if (abort) {
+                Database.getLogFile().logAbort(tid); //does rollback too
+            } else {
+                //write all the dirty pages for this transaction out
+                Database.getBufferPool().flushPages(tid);
+                Database.getLogFile().logCommit(tid);
+            }
+
+            try {
+
+                Database.getBufferPool().transactionComplete(tid, !abort); // release locks
+
+            } catch (IOException e) {
+                e.printStackTrace();
+            }
+
+            //setting this here means we could possibly write multiple abort records -- OK?
+            started = false;
+        }
+
+    }
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/TransactionAbortedException.java b/hw/hw3/starter-code/src/java/simpledb/TransactionAbortedException.java
new file mode 100644
index 0000000..fb8c38f
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/TransactionAbortedException.java
@@ -0,0 +1,11 @@
+package simpledb;
+
+import java.lang.Exception;
+
+/** Exception that is thrown when a transaction has aborted. */
+public class TransactionAbortedException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public TransactionAbortedException() {
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/TransactionId.java b/hw/hw3/starter-code/src/java/simpledb/TransactionId.java
new file mode 100644
index 0000000..ebdb182
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/TransactionId.java
@@ -0,0 +1,31 @@
+package simpledb;
+
+import java.io.Serializable;
+import java.util.concurrent.atomic.AtomicLong;
+
+/**
+ * TransactionId is a class that contains the identifier of a transaction.
+ */
+public class TransactionId implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    static AtomicLong counter = new AtomicLong(0);
+    final long myid;
+
+    public TransactionId() {
+        myid = counter.getAndIncrement();
+    }
+
+    public long getId() {
+        return myid;
+    }
+
+    public boolean equals(Object tid) {
+        return ((TransactionId) tid).myid == myid;
+    }
+
+    public int hashCode() {
+        return (int) myid;
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Tuple.java b/hw/hw3/starter-code/src/java/simpledb/Tuple.java
new file mode 100644
index 0000000..2ca624a
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Tuple.java
@@ -0,0 +1,107 @@
+package simpledb;
+
+import java.io.Serializable;
+import java.util.Arrays;
+import java.util.Iterator;
+
+/**
+ * Tuple maintains information about the contents of a tuple. Tuples have a
+ * specified schema specified by a TupleDesc object and contain Field objects
+ * with the data for each field.
+ */
+public class Tuple implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Create a new tuple with the specified schema (type).
+     * 
+     * @param td
+     *            the schema of this tuple. It must be a valid TupleDesc
+     *            instance with at least one field.
+     */
+    public Tuple(TupleDesc td) {
+        // some code goes here
+    }
+
+    /**
+     * @return The TupleDesc representing the schema of this tuple.
+     */
+    public TupleDesc getTupleDesc() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * @return The RecordId representing the location of this tuple on disk. May
+     *         be null.
+     */
+    public RecordId getRecordId() {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Set the RecordId information for this tuple.
+     * 
+     * @param rid
+     *            the new RecordId for this tuple.
+     */
+    public void setRecordId(RecordId rid) {
+        // some code goes here
+    }
+
+    /**
+     * Change the value of the ith field of this tuple.
+     * 
+     * @param i
+     *            index of the field to change. It must be a valid index.
+     * @param f
+     *            new value for the field.
+     */
+    public void setField(int i, Field f) {
+        // some code goes here
+    }
+
+    /**
+     * @return the value of the ith field, or null if it has not been set.
+     * 
+     * @param i
+     *            field index to return. Must be a valid index.
+     */
+    public Field getField(int i) {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Returns the contents of this Tuple as a string. Note that to pass the
+     * system tests, the format needs to be as follows:
+     * 
+     * column1\tcolumn2\tcolumn3\t...\tcolumnN\n
+     * 
+     * where \t is any whitespace, except newline, and \n is a newline
+     */
+    public String toString() {
+        // some code goes here
+        throw new UnsupportedOperationException("Implement this");
+    }
+    
+    /**
+     * @return
+     *        An iterator which iterates over all the fields of this tuple
+     * */
+    public Iterator<Field> fields()
+    {
+        // some code goes here
+        return null;
+    }
+    
+    /**
+     * reset the TupleDesc of thi tuple
+     * */
+    public void resetTupleDesc(TupleDesc td)
+    {
+        // some code goes here
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/TupleDesc.java b/hw/hw3/starter-code/src/java/simpledb/TupleDesc.java
new file mode 100644
index 0000000..c7ba3ee
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/TupleDesc.java
@@ -0,0 +1,183 @@
+package simpledb;
+
+import java.io.Serializable;
+import java.util.*;
+
+/**
+ * TupleDesc describes the schema of a tuple.
+ */
+public class TupleDesc implements Serializable {
+
+    /**
+     * A help class to facilitate organizing the information of each field
+     * */
+    public static class TDItem implements Serializable {
+
+        private static final long serialVersionUID = 1L;
+
+        /**
+         * The type of the field
+         * */
+        public final Type fieldType;
+        
+        /**
+         * The name of the field
+         * */
+        public final String fieldName;
+
+        public TDItem(Type t, String n) {
+            this.fieldName = n;
+            this.fieldType = t;
+        }
+
+        public String toString() {
+            return fieldName + "(" + fieldType + ")";
+        }
+    }
+
+    /**
+     * @return
+     *        An iterator which iterates over all the field TDItems
+     *        that are included in this TupleDesc
+     * */
+    public Iterator<TDItem> iterator() {
+        // some code goes here
+        return null;
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * Create a new TupleDesc with typeAr.length fields with fields of the
+     * specified types, with associated named fields.
+     * 
+     * @param typeAr
+     *            array specifying the number of and types of fields in this
+     *            TupleDesc. It must contain at least one entry.
+     * @param fieldAr
+     *            array specifying the names of the fields. Note that names may
+     *            be null.
+     */
+    public TupleDesc(Type[] typeAr, String[] fieldAr) {
+        // some code goes here
+    }
+
+    /**
+     * Constructor. Create a new tuple desc with typeAr.length fields with
+     * fields of the specified types, with anonymous (unnamed) fields.
+     * 
+     * @param typeAr
+     *            array specifying the number of and types of fields in this
+     *            TupleDesc. It must contain at least one entry.
+     */
+    public TupleDesc(Type[] typeAr) {
+        // some code goes here
+    }
+
+    /**
+     * @return the number of fields in this TupleDesc
+     */
+    public int numFields() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * Gets the (possibly null) field name of the ith field of this TupleDesc.
+     * 
+     * @param i
+     *            index of the field name to return. It must be a valid index.
+     * @return the name of the ith field
+     * @throws NoSuchElementException
+     *             if i is not a valid field reference.
+     */
+    public String getFieldName(int i) throws NoSuchElementException {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Gets the type of the ith field of this TupleDesc.
+     * 
+     * @param i
+     *            The index of the field to get the type of. It must be a valid
+     *            index.
+     * @return the type of the ith field
+     * @throws NoSuchElementException
+     *             if i is not a valid field reference.
+     */
+    public Type getFieldType(int i) throws NoSuchElementException {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Find the index of the field with a given name.
+     * 
+     * @param name
+     *            name of the field.
+     * @return the index of the field that is first to have the given name.
+     * @throws NoSuchElementException
+     *             if no field with a matching name is found.
+     */
+    public int fieldNameToIndex(String name) throws NoSuchElementException {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * @return The size (in bytes) of tuples corresponding to this TupleDesc.
+     *         Note that tuples from a given TupleDesc are of a fixed size.
+     */
+    public int getSize() {
+        // some code goes here
+        return 0;
+    }
+
+    /**
+     * Merge two TupleDescs into one, with td1.numFields + td2.numFields fields,
+     * with the first td1.numFields coming from td1 and the remaining from td2.
+     * 
+     * @param td1
+     *            The TupleDesc with the first fields of the new TupleDesc
+     * @param td2
+     *            The TupleDesc with the last fields of the TupleDesc
+     * @return the new TupleDesc
+     */
+    public static TupleDesc merge(TupleDesc td1, TupleDesc td2) {
+        // some code goes here
+        return null;
+    }
+
+    /**
+     * Compares the specified object with this TupleDesc for equality. Two
+     * TupleDescs are considered equal if they are the same size and if the n-th
+     * type in this TupleDesc is equal to the n-th type in td.
+     * 
+     * @param o
+     *            the Object to be compared for equality with this TupleDesc.
+     * @return true if the object is equal to this TupleDesc.
+     */
+    public boolean equals(Object o) {
+        // some code goes here
+        return false;
+    }
+
+    public int hashCode() {
+        // If you want to use TupleDesc as keys for HashMap, implement this so
+        // that equal objects have equals hashCode() results
+        throw new UnsupportedOperationException("unimplemented");
+    }
+
+    /**
+     * Returns a String describing this descriptor. It should be of the form
+     * "fieldType[0](fieldName[0]), ..., fieldType[M](fieldName[M])", although
+     * the exact format does not matter.
+     * 
+     * @return String describing this descriptor.
+     */
+    public String toString() {
+        // some code goes here
+        return "";
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/TupleIterator.java b/hw/hw3/starter-code/src/java/simpledb/TupleIterator.java
new file mode 100644
index 0000000..496b807
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/TupleIterator.java
@@ -0,0 +1,60 @@
+package simpledb;
+
+import java.util.*;
+
+/**
+ * Implements a DbIterator by wrapping an Iterable<Tuple>.
+ */
+public class TupleIterator implements DbIterator {
+    /**
+	 * 
+	 */
+    private static final long serialVersionUID = 1L;
+    Iterator<Tuple> i = null;
+    TupleDesc td = null;
+    Iterable<Tuple> tuples = null;
+
+    /**
+     * Constructs an iterator from the specified Iterable, and the specified
+     * descriptor.
+     * 
+     * @param tuples
+     *            The set of tuples to iterate over
+     */
+    public TupleIterator(TupleDesc td, Iterable<Tuple> tuples) {
+        this.td = td;
+        this.tuples = tuples;
+
+        // check that all tuples are the right TupleDesc
+        for (Tuple t : tuples) {
+            if (!t.getTupleDesc().equals(td))
+                throw new IllegalArgumentException(
+                        "incompatible tuple in tuple set");
+        }
+    }
+
+    public void open() {
+        i = tuples.iterator();
+    }
+
+    public boolean hasNext() {
+        return i.hasNext();
+    }
+
+    public Tuple next() {
+        return i.next();
+    }
+
+    public void rewind() {
+        close();
+        open();
+    }
+
+    public TupleDesc getTupleDesc() {
+        return td;
+    }
+
+    public void close() {
+        i = null;
+    }
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Type.java b/hw/hw3/starter-code/src/java/simpledb/Type.java
new file mode 100644
index 0000000..b1f1286
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Type.java
@@ -0,0 +1,63 @@
+package simpledb;
+
+import java.text.ParseException;
+import java.io.*;
+
+/**
+ * Class representing a type in SimpleDB.
+ * Types are static objects defined by this class; hence, the Type
+ * constructor is private.
+ */
+public enum Type implements Serializable {
+    INT_TYPE() {
+        @Override
+        public int getLen() {
+            return 4;
+        }
+
+        @Override
+        public Field parse(DataInputStream dis) throws ParseException {
+            try {
+                return new IntField(dis.readInt());
+            }  catch (IOException e) {
+                throw new ParseException("couldn't parse", 0);
+            }
+        }
+
+    }, STRING_TYPE() {
+        @Override
+        public int getLen() {
+            return STRING_LEN+4;
+        }
+
+        @Override
+        public Field parse(DataInputStream dis) throws ParseException {
+            try {
+                int strLen = dis.readInt();
+                byte bs[] = new byte[strLen];
+                dis.read(bs);
+                dis.skipBytes(STRING_LEN-strLen);
+                return new StringField(new String(bs), STRING_LEN);
+            } catch (IOException e) {
+                throw new ParseException("couldn't parse", 0);
+            }
+        }
+    };
+    
+    public static final int STRING_LEN = 128;
+
+  /**
+   * @return the number of bytes required to store a field of this type.
+   */
+    public abstract int getLen();
+
+  /**
+   * @return a Field object of the same type as this object that has contents
+   *   read from the specified DataInputStream.
+   * @param dis The input stream to read from
+   * @throws ParseException if the data read from the input stream is not
+   *   of the appropriate type.
+   */
+    public abstract Field parse(DataInputStream dis) throws ParseException;
+
+}
diff --git a/hw/hw3/starter-code/src/java/simpledb/Utility.java b/hw/hw3/starter-code/src/java/simpledb/Utility.java
new file mode 100644
index 0000000..5e77d1f
--- /dev/null
+++ b/hw/hw3/starter-code/src/java/simpledb/Utility.java
@@ -0,0 +1,157 @@
+package simpledb;
+
+import java.io.*;
+import java.util.ArrayList;
+import java.util.UUID;
+
+/** Helper methods used for testing and implementing random features. */
+public class Utility {
+    /**
+     * @return a Type array of length len populated with Type.INT_TYPE
+     */
+    public static Type[] getTypes(int len) {
+        Type[] types = new Type[len];
+        for (int i = 0; i < len; ++i)
+            types[i] = Type.INT_TYPE;
+        return types;
+    }
+
+    /**
+     * @return a String array of length len populated with the (possibly null) strings in val,
+     * and an appended increasing integer at the end (val1, val2, etc.).
+     */
+    public static String[] getStrings(int len, String val) {
+        String[] strings = new String[len];
+        for (int i = 0; i < len; ++i)
+            strings[i] = val + i;
+        return strings;
+    }
+
+    /**
+     * @return a TupleDesc with n fields of type Type.INT_TYPE, each named
+     * name + n (name1, name2, etc.).
+     */
+    public static TupleDesc getTupleDesc(int n, String name) {
+        return new TupleDesc(getTypes(n), getStrings(n, name));
+    }
+
+    /**
+     * @return a TupleDesc with n fields of type Type.INT_TYPE
+     */
+    public static TupleDesc getTupleDesc(int n) {
+        return new TupleDesc(getTypes(n));
+    }
+
+    /**
+     * @return a Tuple with a single IntField with value n and with
+     *   RecordId(HeapPageId(1,2), 3)
+     */
+    public static Tuple getHeapTuple(int n) {
+        Tuple tup = new Tuple(getTupleDesc(1));
+        tup.setRecordId(new RecordId(new HeapPageId(1, 2), 3));
+        tup.setField(0, new IntField(n));
+        return tup;
+    }
+
+    /**
+     * @return a Tuple with an IntField for every element of tupdata
+     *   and RecordId(HeapPageId(1, 2), 3)
+     */
+    public static Tuple getHeapTuple(int[] tupdata) {
+        Tuple tup = new Tuple(getTupleDesc(tupdata.length));
+        tup.setRecordId(new RecordId(new HeapPageId(1, 2), 3));
+        for (int i = 0; i < tupdata.length; ++i)
+            tup.setField(i, new IntField(tupdata[i]));
+        return tup;
+    }
+
+    /**
+     * @return a Tuple with a 'width' IntFields each with value n and
+     *   with RecordId(HeapPageId(1, 2), 3)
+     */
+    public static Tuple getHeapTuple(int n, int width) {
+        Tuple tup = new Tuple(getTupleDesc(width));
+        tup.setRecordId(new RecordId(new HeapPageId(1, 2), 3));
+        for (int i = 0; i < width; ++i)
+            tup.setField(i, new IntField(n));
+        return tup;
+    }
+
+    /**
+     * @return a Tuple with a 'width' IntFields with the value tupledata[i]
+     *         in each field.
+     *         do not set it's RecordId, hence do not distinguish which
+     *         sort of file it belongs to.
+     */
+    public static Tuple getTuple(int[] tupledata, int width) {
+        if(tupledata.length != width) {
+            System.out.println("get Hash Tuple has the wrong length~");
+            System.exit(1);
+        }
+        Tuple tup = new Tuple(getTupleDesc(width));
+        for (int i = 0; i < width; ++i)
+            tup.setField(i, new IntField(tupledata[i]));
+        return tup;
+    }
+
+    /**
+     * A utility method to create a new HeapFile with a single empty page,
+     * assuming the path does not already exist. If the path exists, the file
+     * will be overwritten. The new table will be added to the Catalog with
+     * the specified number of columns as IntFields.
+     */
+    public static HeapFile createEmptyHeapFile(String path, int cols)
+        throws IOException {
+        File f = new File(path);
+        // touch the file
+        FileOutputStream fos = new FileOutputStream(f);
+        fos.write(new byte[0]);
+        fos.close();
+
+        HeapFile hf = openHeapFile(cols, f);
+        HeapPageId pid = new HeapPageId(hf.getId(), 0);
+
+        HeapPage page = null;
+        try {
+            page = new HeapPage(pid, HeapPage.createEmptyPageData());
+        } catch (IOException e) {
+            // this should never happen for an empty page; bail;
+            throw new RuntimeException("failed to create empty page in HeapFile");
+        }
+
+        hf.writePage(page);
+        return hf;
+    }
+
+    /** Opens a HeapFile and adds it to the catalog.
+     *
+     * @param cols number of columns in the table.
+     * @param f location of the file storing the table.
+     * @return the opened table.
+     */
+    public static HeapFile openHeapFile(int cols, File f) {
+        // create the HeapFile and add it to the catalog
+    	TupleDesc td = getTupleDesc(cols);
+        HeapFile hf = new HeapFile(f, td);
+        Database.getCatalog().addTable(hf, UUID.randomUUID().toString());
+        return hf;
+    }
+    
+    public static HeapFile openHeapFile(int cols, String colPrefix, File f) {
+        // create the HeapFile and add it to the catalog
+    	TupleDesc td = getTupleDesc(cols, colPrefix);
+        HeapFile hf = new HeapFile(f, td);
+        Database.getCatalog().addTable(hf, UUID.randomUUID().toString());
+        return hf;
+    }
+
+    public static String listToString(ArrayList<Integer> list) {
+        String out = "";
+        for (Integer i : list) {
+            if (out.length() > 0) out += "\t";
+            out += i;
+        }
+        return out;
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/AggregateTest.java b/hw/hw3/starter-code/test/simpledb/AggregateTest.java
new file mode 100644
index 0000000..38217d2
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/AggregateTest.java
@@ -0,0 +1,186 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertTrue;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class AggregateTest extends SimpleDbTestBase {
+
+  int width1 = 2;
+  DbIterator scan1;
+  DbIterator scan2;
+  DbIterator scan3;
+
+  DbIterator sum;
+  DbIterator sumstring;
+
+  DbIterator avg;
+  DbIterator max;
+  DbIterator min;
+  DbIterator count;
+
+  /**
+   * Initialize each unit test
+   */
+  @Before public void createTupleLists() throws Exception {	  
+    this.scan1 = TestUtil.createTupleList(width1,
+        new int[] { 1, 2,
+                    1, 4,
+                    1, 6,
+                    3, 2,
+                    3, 4,
+                    3, 6,
+                    5, 7 });
+    this.scan2 = TestUtil.createTupleList(width1,
+        new Object[] { 1, "a",
+                    1, "a",
+                    1, "a",
+                    3, "a",
+                    3, "a",
+                    3, "a",
+                    5, "a" });
+    this.scan3 = TestUtil.createTupleList(width1,
+        new Object[] { "a", 2,
+                    "a", 4,
+                    "a", 6,
+                    "b", 2,
+                    "b", 4,
+                    "b", 6,
+                    "c", 7 });
+
+    this.sum = TestUtil.createTupleList(width1,
+        new int[] { 1, 12,
+                    3, 12,
+                    5, 7 });
+    this.sumstring = TestUtil.createTupleList(width1,
+        new Object[] { "a", 12,
+                    "b", 12,
+                    "c", 7 });
+
+    this.avg = TestUtil.createTupleList(width1,
+        new int[] { 1, 4,
+                    3, 4,
+                    5, 7 });
+    this.min = TestUtil.createTupleList(width1,
+        new int[] { 1, 2,
+                    3, 2,
+                    5, 7 });
+    this.max = TestUtil.createTupleList(width1,
+        new int[] { 1, 6,
+                    3, 6,
+                    5, 7 });
+    this.count = TestUtil.createTupleList(width1,
+        new int[] { 1, 3,
+                    3, 3,
+                    5, 1 });
+
+  }
+
+  /**
+   * Unit test for Aggregate.getTupleDesc()
+   */
+  @Test public void getTupleDesc() {
+    Aggregate op = new Aggregate(scan1, 0, 0,
+        Aggregator.Op.MIN);
+    TupleDesc expected = Utility.getTupleDesc(2);
+    TupleDesc actual = op.getTupleDesc();
+    assertEquals(expected, actual);
+  }
+
+  /**
+   * Unit test for Aggregate.rewind()
+   */
+  @Test public void rewind() throws Exception {
+    Aggregate op = new Aggregate(scan1, 1, 0,
+        Aggregator.Op.MIN);
+    op.open();
+    while (op.hasNext()) {
+      assertNotNull(op.next());
+    }
+    assertTrue(TestUtil.checkExhausted(op));
+
+    op.rewind();
+    min.open();
+    TestUtil.matchAllTuples(min, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using a count aggregate with string types
+   */
+  @Test public void countStringAggregate() throws Exception {
+    Aggregate op = new Aggregate(scan2, 1, 0,
+        Aggregator.Op.COUNT);
+    op.open();
+    count.open();
+    TestUtil.matchAllTuples(count, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using a count aggregate with string types
+   */
+  @Test public void sumStringGroupBy() throws Exception {
+    Aggregate op = new Aggregate(scan3, 1, 0,
+        Aggregator.Op.SUM);
+    op.open();
+    sumstring.open();
+    TestUtil.matchAllTuples(sumstring, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using a sum aggregate
+   */
+  @Test public void sumAggregate() throws Exception {
+    Aggregate op = new Aggregate(scan1, 1, 0,
+        Aggregator.Op.SUM);
+    op.open();
+    sum.open();
+    TestUtil.matchAllTuples(sum, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using an avg aggregate
+   */
+  @Test public void avgAggregate() throws Exception {
+    Aggregate op = new Aggregate(scan1, 1, 0,
+       Aggregator.Op.AVG);
+    op.open();
+    avg.open();
+    TestUtil.matchAllTuples(avg, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using a max aggregate
+   */
+  @Test public void maxAggregate() throws Exception {
+    Aggregate op = new Aggregate(scan1, 1, 0,
+        Aggregator.Op.MAX);
+    op.open();
+    max.open();
+    TestUtil.matchAllTuples(max, op);
+  }
+
+  /**
+   * Unit test for Aggregate.getNext() using a min aggregate
+   */
+  @Test public void minAggregate() throws Exception {
+    Aggregate op = new Aggregate(scan1, 1, 0,
+       Aggregator.Op.MIN);
+    op.open();
+    min.open();
+    TestUtil.matchAllTuples(min, op);
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(AggregateTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/CatalogTest.java b/hw/hw3/starter-code/test/simpledb/CatalogTest.java
new file mode 100644
index 0000000..43d058e
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/CatalogTest.java
@@ -0,0 +1,79 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+
+import java.util.NoSuchElementException;
+
+import junit.framework.Assert;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.TestUtil.SkeletonFile;
+import simpledb.systemtest.SimpleDbTestBase;
+import simpledb.systemtest.SystemTestUtil;
+
+public class CatalogTest extends SimpleDbTestBase {
+    private static String name = "test";
+	private String nameThisTestRun;
+    
+    @Before public void addTables() throws Exception {
+        Database.getCatalog().clear();
+		nameThisTestRun = SystemTestUtil.getUUID();
+        Database.getCatalog().addTable(new SkeletonFile(-1, Utility.getTupleDesc(2)), nameThisTestRun);
+        Database.getCatalog().addTable(new SkeletonFile(-2, Utility.getTupleDesc(2)), name);
+    }
+
+    /**
+     * Unit test for Catalog.getTupleDesc()
+     */
+    @Test public void getTupleDesc() throws Exception {
+        TupleDesc expected = Utility.getTupleDesc(2);
+        TupleDesc actual = Database.getCatalog().getTupleDesc(-1);
+
+        assertEquals(expected, actual);
+    }
+
+    /**
+     * Unit test for Catalog.getTableId()
+     */
+    @Test public void getTableId() {
+        assertEquals(-2, Database.getCatalog().getTableId(name));
+        assertEquals(-1, Database.getCatalog().getTableId(nameThisTestRun));
+        
+        try {
+            Database.getCatalog().getTableId(null);
+            Assert.fail("Should not find table with null name");
+        } catch (NoSuchElementException e) {
+            // Expected to get here
+        }
+        
+        try {
+            Database.getCatalog().getTableId("foo");
+            Assert.fail("Should not find table with name foo");
+        } catch (NoSuchElementException e) {
+            // Expected to get here
+        }
+    }
+
+    /**
+     * Unit test for Catalog.getDatabaseFile()
+     */
+
+    @Test public void getDatabaseFile() throws Exception {
+        DbFile f = Database.getCatalog().getDatabaseFile(-1);
+
+        // NOTE(ghuo): we try not to dig too deeply into the DbFile API here; we
+        // rely on HeapFileTest for that. perform some basic checks.
+        assertEquals(-1, f.getId());
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(CatalogTest.class);
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/FilterTest.java b/hw/hw3/starter-code/test/simpledb/FilterTest.java
new file mode 100644
index 0000000..153fc37
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/FilterTest.java
@@ -0,0 +1,130 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertTrue;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class FilterTest extends SimpleDbTestBase {
+
+  int testWidth = 3;
+  DbIterator scan;
+
+  /**
+   * Initialize each unit test
+   */
+  @Before public void setUp() {
+    this.scan = new TestUtil.MockScan(-5, 5, testWidth);
+  }
+
+  /**
+   * Unit test for Filter.getTupleDesc()
+   */
+  @Test public void getTupleDesc() {
+    Predicate pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(0));
+    Filter op = new Filter(pred, scan);
+    TupleDesc expected = Utility.getTupleDesc(testWidth);
+    TupleDesc actual = op.getTupleDesc();
+    assertEquals(expected, actual);
+  }
+
+  /**
+   * Unit test for Filter.rewind()
+   */
+  @Test public void rewind() throws Exception {
+    Predicate pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(0));
+    Filter op = new Filter(pred, scan);
+    op.open();
+    assertTrue(op.hasNext());
+    assertNotNull(op.next());
+    assertTrue(TestUtil.checkExhausted(op));
+
+    op.rewind();
+    Tuple expected = Utility.getHeapTuple(0, testWidth);
+    Tuple actual = op.next();
+    assertTrue(TestUtil.compareTuples(expected, actual));
+    op.close();
+  }
+
+  /**
+   * Unit test for Filter.getNext() using a &lt; predicate that filters
+   *   some tuples
+   */
+  @Test public void filterSomeLessThan() throws Exception {
+    Predicate pred;
+    pred = new Predicate(0, Predicate.Op.LESS_THAN, TestUtil.getField(2));
+    Filter op = new Filter(pred, scan);
+    TestUtil.MockScan expectedOut = new TestUtil.MockScan(-5, 2, testWidth);
+    op.open();
+    TestUtil.compareDbIterators(op, expectedOut);
+    op.close();
+  }
+
+  /**
+   * Unit test for Filter.getNext() using a &lt; predicate that filters
+   * everything
+   */
+  @Test public void filterAllLessThan() throws Exception {
+    Predicate pred;
+    pred = new Predicate(0, Predicate.Op.LESS_THAN, TestUtil.getField(-5));
+    Filter op = new Filter(pred, scan);
+    op.open();
+    assertTrue(TestUtil.checkExhausted(op));
+    op.close();
+  }
+
+  /**
+   * Unit test for Filter.getNext() using an = predicate
+   */
+  @Test public void filterEqual() throws Exception {
+    Predicate pred;
+    this.scan = new TestUtil.MockScan(-5, 5, testWidth);
+    pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(-5));
+    Filter op = new Filter(pred, scan);
+    op.open();
+    assertTrue(TestUtil.compareTuples(Utility.getHeapTuple(-5, testWidth),
+        op.next()));
+    op.close();
+
+    this.scan = new TestUtil.MockScan(-5, 5, testWidth);
+    pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(0));
+    op = new Filter(pred, scan);
+    op.open();
+    assertTrue(TestUtil.compareTuples(Utility.getHeapTuple(0, testWidth),
+        op.next()));
+    op.close();
+
+    this.scan = new TestUtil.MockScan(-5, 5, testWidth);
+    pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(4));
+    op = new Filter(pred, scan);
+    op.open();
+    assertTrue(TestUtil.compareTuples(Utility.getHeapTuple(4, testWidth),
+        op.next()));
+    op.close();
+  }
+
+  /**
+   * Unit test for Filter.getNext() using an = predicate passing no tuples
+   */
+  @Test public void filterEqualNoTuples() throws Exception {
+    Predicate pred;
+    pred = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(5));
+    Filter op = new Filter(pred, scan);
+    op.open();
+    TestUtil.checkExhausted(op);
+    op.close();
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(FilterTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/HeapFileReadTest.java b/hw/hw3/starter-code/test/simpledb/HeapFileReadTest.java
new file mode 100644
index 0000000..67df051
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/HeapFileReadTest.java
@@ -0,0 +1,196 @@
+package simpledb;
+
+import simpledb.systemtest.SimpleDbTestBase;
+import simpledb.systemtest.SystemTestUtil;
+
+import java.util.*;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import static org.junit.Assert.*;
+import junit.framework.JUnit4TestAdapter;
+
+public class HeapFileReadTest extends SimpleDbTestBase {
+    private HeapFile hf;
+    private TransactionId tid;
+    private TupleDesc td;
+
+    /**
+     * Set up initial resources for each unit test.
+     */
+    @Before
+    public void setUp() throws Exception {
+        hf = SystemTestUtil.createRandomHeapFile(2, 20, null, null);
+        td = Utility.getTupleDesc(2);
+        tid = new TransactionId();
+    }
+
+    @After
+    public void tearDown() throws Exception {
+        Database.getBufferPool().transactionComplete(tid);
+    }
+
+    /**
+     * Unit test for HeapFile.getId()
+     */
+    @Test
+    public void getId() throws Exception {
+        int id = hf.getId();
+
+        // NOTE(ghuo): the value could be anything. test determinism, at least.
+        assertEquals(id, hf.getId());
+        assertEquals(id, hf.getId());
+
+        HeapFile other = SystemTestUtil.createRandomHeapFile(1, 1, null, null);
+        assertTrue(id != other.getId());
+    }
+
+    /**
+     * Unit test for HeapFile.getTupleDesc()
+     */
+    @Test
+    public void getTupleDesc() throws Exception {    	
+        assertEquals(td, hf.getTupleDesc());        
+    }
+    /**
+     * Unit test for HeapFile.numPages()
+     */
+    @Test
+    public void numPages() throws Exception {
+        assertEquals(1, hf.numPages());
+        // assertEquals(1, empty.numPages());
+    }
+
+    /**
+     * Unit test for HeapFile.readPage()
+     */
+    @Test
+    public void readPage() throws Exception {
+        HeapPageId pid = new HeapPageId(hf.getId(), 0);
+        HeapPage page = (HeapPage) hf.readPage(pid);
+
+        // NOTE(ghuo): we try not to dig too deeply into the Page API here; we
+        // rely on HeapPageTest for that. perform some basic checks.
+        assertEquals(484, page.getNumEmptySlots());
+        assertTrue(page.isSlotUsed(1));
+        assertFalse(page.isSlotUsed(20));
+    }
+    
+    @Test
+    public void readFromFileNotMemoryTest() throws Exception {
+        ArrayList<ArrayList<Integer>> tuples = new ArrayList<ArrayList<Integer>>(10);
+        for (int i = 0; i < 10; ++i) {
+            ArrayList<Integer> tuple = new ArrayList<Integer>(2);
+            for (int j = 0; j < 2; ++j) {
+                tuple.add(0);
+            }
+            tuples.add(tuple);
+        }
+        HeapFileEncoder.convert(tuples, hf.getFile(), BufferPool.PAGE_SIZE, 2);
+        HeapPageId pid = new HeapPageId(hf.getId(), 0);
+        HeapPage page = (HeapPage) hf.readPage(pid);
+        
+        tuples.clear();
+        for (int i = 0; i < 10; ++i) {
+            ArrayList<Integer> tuple = new ArrayList<Integer>(2);
+            for (int j = 0; j < 2; ++j) {
+                tuple.add(1);
+            }
+            tuples.add(tuple);
+        }
+        HeapFileEncoder.convert(tuples, hf.getFile(), BufferPool.PAGE_SIZE, 2);
+        HeapPageId pid1 = new HeapPageId(hf.getId(), 0);
+        HeapPage page1 = (HeapPage) hf.readPage(pid1);
+        
+        Iterator<Tuple> it = page.iterator();
+        Iterator<Tuple> it1 = page1.iterator();
+        while (it.hasNext()) {
+            Tuple tup = it.next();
+            Tuple tup1 = it1.next();
+            assertTrue(!tup.toString().equals(tup1.toString()));
+        }
+    }
+    
+    @Test
+    public void readTwoPages() throws Exception {
+        hf = SystemTestUtil.createRandomHeapFile(2, 2000, null, null);
+        ArrayList<ArrayList<Integer>> tuples = new ArrayList<ArrayList<Integer>>(10);
+        tuples.clear();
+        for (int i = 0; i < 2000; ++i) {
+            ArrayList<Integer> tuple = new ArrayList<Integer>(2);
+            for (int j = 0; j < 2; ++j) {
+            	if (i == 0)
+            		tuple.add(0);
+            	else
+            		tuple.add(1);
+            }
+            tuples.add(tuple);
+        }
+        HeapFileEncoder.convert(tuples, hf.getFile(), BufferPool.PAGE_SIZE, 2);
+        
+        HeapPageId pid0 = new HeapPageId(hf.getId(), 0);
+        HeapPage page0 = (HeapPage) hf.readPage(pid0);
+        Iterator<Tuple> it0 = page0.iterator();
+        Tuple tup0 = it0.next();
+        assertTrue(tup0.getField(0).toString().equals("0"));
+        
+        HeapPageId pid1 = new HeapPageId(hf.getId(), 1);
+        HeapPage page1 = (HeapPage) hf.readPage(pid1);
+        Iterator<Tuple> it1 = page1.iterator();
+        Tuple tup1 = it1.next();
+        assertTrue(tup1.getField(0).toString().equals("1"));
+    }
+     
+    @Test
+    public void testIteratorBasic() throws Exception {
+        HeapFile smallFile = SystemTestUtil.createRandomHeapFile(2, 3, null,
+                null);
+
+        DbFileIterator it = smallFile.iterator(tid);
+        // Not open yet
+        assertFalse(it.hasNext());
+        try {
+            it.next();
+            fail("expected exception");
+        } catch (NoSuchElementException e) {
+        }
+
+        it.open();
+        int count = 0;
+        while (it.hasNext()) {
+            assertNotNull(it.next());
+            count += 1;
+        }
+        assertEquals(3, count);
+        it.close();
+    }
+
+    @Test
+    public void testIteratorClose() throws Exception {
+        // make more than 1 page. Previous closed iterator would start fetching
+        // from page 1.
+        HeapFile twoPageFile = SystemTestUtil.createRandomHeapFile(2, 520,
+                null, null);
+
+        DbFileIterator it = twoPageFile.iterator(tid);
+        it.open();
+        assertTrue(it.hasNext());
+        it.close();
+        try {
+            it.next();
+            fail("expected exception");
+        } catch (NoSuchElementException e) {
+        }
+        // close twice is harmless
+        it.close();
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(HeapFileReadTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/HeapPageIdTest.java b/hw/hw3/starter-code/test/simpledb/HeapPageIdTest.java
new file mode 100644
index 0000000..4c64421
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/HeapPageIdTest.java
@@ -0,0 +1,86 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class HeapPageIdTest extends SimpleDbTestBase {
+
+    private HeapPageId pid;
+
+    @Before public void createPid() {
+        pid = new HeapPageId(1, 1);
+    }
+
+    /**
+     * Unit test for HeapPageId.getTableId()
+     */
+    @Test public void getTableId() {
+        assertEquals(1, pid.getTableId());
+    }
+
+    /**
+     * Unit test for HeapPageId.pageno()
+     */
+    @Test public void pageno() {
+        assertEquals(1, pid.pageNumber());
+    }
+
+    /**
+     * Unit test for HeapPageId.hashCode()
+     */
+    @Test public void testHashCode() {
+        int code1, code2;
+
+        // NOTE(ghuo): the hashCode could be anything. test determinism,
+        // at least.
+        pid = new HeapPageId(1, 1);
+        code1 = pid.hashCode();
+        assertEquals(code1, pid.hashCode());
+        assertEquals(code1, pid.hashCode());
+
+        pid = new HeapPageId(2, 2);
+        code2 = pid.hashCode();
+        assertEquals(code2, pid.hashCode());
+        assertEquals(code2, pid.hashCode());
+    }
+
+    /**
+     * Unit test for HeapPageId.equals()
+     */
+    @Test public void equals() {
+        HeapPageId pid1 = new HeapPageId(1, 1);
+        HeapPageId pid1Copy = new HeapPageId(1, 1);
+        HeapPageId pid2 = new HeapPageId(2, 2);
+
+        // .equals() with null should return false
+        assertFalse(pid1.equals(null));
+
+        // .equals() with the wrong type should return false
+        assertFalse(pid1.equals(new Object()));
+
+        assertTrue(pid1.equals(pid1));
+        assertTrue(pid1.equals(pid1Copy));
+        assertTrue(pid1Copy.equals(pid1));
+        assertTrue(pid2.equals(pid2));
+
+        assertFalse(pid1.equals(pid2));
+        assertFalse(pid1Copy.equals(pid2));
+        assertFalse(pid2.equals(pid1));
+        assertFalse(pid2.equals(pid1Copy));
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(HeapPageIdTest.class);
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/HeapPageReadTest.java b/hw/hw3/starter-code/test/simpledb/HeapPageReadTest.java
new file mode 100644
index 0000000..fa08d71
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/HeapPageReadTest.java
@@ -0,0 +1,129 @@
+package simpledb;
+
+import simpledb.TestUtil.SkeletonFile;
+import simpledb.systemtest.SimpleDbTestBase;
+import simpledb.systemtest.SystemTestUtil;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.*;
+
+import org.junit.Before;
+import org.junit.Test;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+import junit.framework.JUnit4TestAdapter;
+
+public class HeapPageReadTest extends SimpleDbTestBase {
+    private HeapPageId pid;
+
+    public static final int[][] EXAMPLE_VALUES = new int[][] {
+        { 31933, 862 },
+        { 29402, 56883 },
+        { 1468, 5825 },
+        { 17876, 52278 },
+        { 6350, 36090 },
+        { 34784, 43771 },
+        { 28617, 56874 },
+        { 19209, 23253 },
+        { 56462, 24979 },
+        { 51440, 56685 },
+        { 3596, 62307 },
+        { 45569, 2719 },
+        { 22064, 43575 },
+        { 42812, 44947 },
+        { 22189, 19724 },
+        { 33549, 36554 },
+        { 9086, 53184 },
+        { 42878, 33394 },
+        { 62778, 21122 },
+        { 17197, 16388 }
+    };
+
+    public static final byte[] EXAMPLE_DATA;
+    static {
+        // Build the input table
+        ArrayList<ArrayList<Integer>> table = new ArrayList<ArrayList<Integer>>();
+        for (int[] tuple : EXAMPLE_VALUES) {
+            ArrayList<Integer> listTuple = new ArrayList<Integer>();
+            for (int value : tuple) {
+                listTuple.add(value);
+            }
+            table.add(listTuple);
+        }
+
+        // Convert it to a HeapFile and read in the bytes
+        try {
+            File temp = File.createTempFile("table", ".dat");
+            temp.deleteOnExit();
+            HeapFileEncoder.convert(table, temp, BufferPool.getPageSize(), 2);
+            EXAMPLE_DATA = TestUtil.readFileBytes(temp.getAbsolutePath());
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    /**
+     * Set up initial resources for each unit test.
+     */
+    @Before public void addTable() throws Exception {
+        this.pid = new HeapPageId(-1, -1);
+        Database.getCatalog().addTable(new SkeletonFile(-1, Utility.getTupleDesc(2)), SystemTestUtil.getUUID());
+    }
+
+    /**
+     * Unit test for HeapPage.getId()
+     */
+    @Test public void getId() throws Exception {
+        HeapPage page = new HeapPage(pid, EXAMPLE_DATA);
+        assertEquals(pid, page.getId());
+    }
+
+    /**
+     * Unit test for HeapPage.iterator()
+     */
+    @Test public void testIterator() throws Exception {
+        HeapPage page = new HeapPage(pid, EXAMPLE_DATA);
+        Iterator<Tuple> it = page.iterator();
+
+        int row = 0;
+        while (it.hasNext()) {
+            Tuple tup = it.next();
+            IntField f0 = (IntField) tup.getField(0);
+            IntField f1 = (IntField) tup.getField(1);
+
+            assertEquals(EXAMPLE_VALUES[row][0], f0.getValue());
+            assertEquals(EXAMPLE_VALUES[row][1], f1.getValue());
+            row++;
+        }
+    }
+
+    /**
+     * Unit test for HeapPage.getNumEmptySlots()
+     */
+    @Test public void getNumEmptySlots() throws Exception {
+        HeapPage page = new HeapPage(pid, EXAMPLE_DATA);
+        assertEquals(484, page.getNumEmptySlots());
+    }
+
+    /**
+     * Unit test for HeapPage.isSlotUsed()
+     */
+    @Test public void getSlot() throws Exception {
+        HeapPage page = new HeapPage(pid, EXAMPLE_DATA);
+
+        for (int i = 0; i < 20; ++i)
+            assertTrue(page.isSlotUsed(i));
+
+        for (int i = 20; i < 504; ++i)
+            assertFalse(page.isSlotUsed(i));
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(HeapPageReadTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/IntegerAggregatorTest.java b/hw/hw3/starter-code/test/simpledb/IntegerAggregatorTest.java
new file mode 100644
index 0000000..91a932c
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/IntegerAggregatorTest.java
@@ -0,0 +1,188 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+
+import java.util.NoSuchElementException;
+
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class IntegerAggregatorTest extends SimpleDbTestBase {
+
+  int width1 = 2;
+  DbIterator scan1;
+  int[][] sum = null;
+  int[][] min = null;
+  int[][] max = null;
+  int[][] avg = null;
+
+  /**
+   * Initialize each unit test
+   */
+  @Before public void createTupleList() throws Exception {
+    this.scan1 = TestUtil.createTupleList(width1,
+        new int[] { 1, 2,
+                    1, 4,
+                    1, 6,
+                    3, 2,
+                    3, 4,
+                    3, 6,
+                    5, 7 });
+
+    // verify how the results progress after a few merges
+    this.sum = new int[][] {
+      { 1, 2 },
+      { 1, 6 },
+      { 1, 12 },
+      { 1, 12, 3, 2 }
+    };
+
+    this.min = new int[][] {
+      { 1, 2 },
+      { 1, 2 },
+      { 1, 2 },
+      { 1, 2, 3, 2 }
+    };
+
+    this.max = new int[][] {
+      { 1, 2 },
+      { 1, 4 },
+      { 1, 6 },
+      { 1, 6, 3, 2 }
+    };
+
+    this.avg = new int[][] {
+      { 1, 2 },
+      { 1, 3 },
+      { 1, 4 },
+      { 1, 4, 3, 2 }
+    };
+  }
+
+  /**
+   * Test IntegerAggregator.mergeTupleIntoGroup() and iterator() over a sum
+   */
+  @Test public void mergeSum() throws Exception {
+    scan1.open();
+    IntegerAggregator agg = new IntegerAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.SUM);
+    
+    for (int[] step : sum) {
+      agg.mergeTupleIntoGroup(scan1.next());
+      DbIterator it = agg.iterator();
+      it.open();
+      TestUtil.matchAllTuples(TestUtil.createTupleList(width1, step), it);
+    }
+  }
+
+  /**
+   * Test IntegerAggregator.mergeTupleIntoGroup() and iterator() over a min
+   */
+  @Test public void mergeMin() throws Exception {
+    scan1.open();
+    IntegerAggregator agg = new IntegerAggregator(0,Type.INT_TYPE,  1, Aggregator.Op.MIN);
+
+    DbIterator it;
+    for (int[] step : min) {
+      agg.mergeTupleIntoGroup(scan1.next());
+      it = agg.iterator();
+      it.open();
+      TestUtil.matchAllTuples(TestUtil.createTupleList(width1, step), it);
+    }
+  }
+
+  /**
+   * Test IntegerAggregator.mergeTupleIntoGroup() and iterator() over a max
+   */
+  @Test public void mergeMax() throws Exception {
+    scan1.open();
+    IntegerAggregator agg = new IntegerAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.MAX);
+
+    DbIterator it;
+    for (int[] step : max) {
+      agg.mergeTupleIntoGroup(scan1.next());
+      it = agg.iterator();
+      it.open();
+      TestUtil.matchAllTuples(TestUtil.createTupleList(width1, step), it);
+    }
+  }
+
+  /**
+   * Test IntegerAggregator.mergeTupleIntoGroup() and iterator() over an avg
+   */
+  @Test public void mergeAvg() throws Exception {
+    scan1.open();
+    IntegerAggregator agg = new IntegerAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.AVG);
+
+    DbIterator it;
+    for (int[] step : avg) {
+      agg.mergeTupleIntoGroup(scan1.next());
+      it = agg.iterator();
+      it.open();
+      TestUtil.matchAllTuples(TestUtil.createTupleList(width1, step), it);
+    }
+  }
+
+  /**
+   * Test IntegerAggregator.iterator() for DbIterator behaviour
+   */
+  @Test public void testIterator() throws Exception {
+    // first, populate the aggregator via sum over scan1
+    scan1.open();
+    IntegerAggregator agg = new IntegerAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.SUM);
+    try {
+      while (true)
+        agg.mergeTupleIntoGroup(scan1.next());
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+
+    DbIterator it = agg.iterator();
+    it.open();
+
+    // verify it has three elements
+    int count = 0;
+    try {
+      while (true) {
+        it.next();
+        count++;
+      }
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+    assertEquals(3, count);
+
+    // rewind and try again
+    it.rewind();
+    count = 0;
+    try {
+      while (true) {
+        it.next();
+        count++;
+      }
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+    assertEquals(3, count);
+
+    // close it and check that we don't get anything
+    it.close();
+    try {
+      it.next();
+      throw new Exception("IntegerAggregator iterator yielded tuple after close");
+    } catch (Exception e) {
+      // explicitly ignored
+    }
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(IntegerAggregatorTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/JoinPredicateTest.java b/hw/hw3/starter-code/test/simpledb/JoinPredicateTest.java
new file mode 100644
index 0000000..1f11322
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/JoinPredicateTest.java
@@ -0,0 +1,66 @@
+package simpledb;
+
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.assertFalse;
+import junit.framework.JUnit4TestAdapter;
+
+public class JoinPredicateTest extends SimpleDbTestBase {
+
+  /**
+   * Unit test for JoinPredicate.filter()
+   */
+  @Test public void filterVaryingVals() {
+    int[] vals = new int[] { -1, 0, 1 };
+
+    for (int i : vals) {
+      JoinPredicate p = new JoinPredicate(0,
+          Predicate.Op.EQUALS, 0);
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      JoinPredicate p = new JoinPredicate(0,
+          Predicate.Op.GREATER_THAN, 0);
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i - 1)));
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      JoinPredicate p = new JoinPredicate(0,
+          Predicate.Op.GREATER_THAN_OR_EQ, 0);
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      JoinPredicate p = new JoinPredicate(0,
+          Predicate.Op.LESS_THAN, 0);
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i - 1)));
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i)));
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      JoinPredicate p = new JoinPredicate(0,
+          Predicate.Op.LESS_THAN_OR_EQ, 0);
+      assertFalse(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i)));
+      assertTrue(p.filter(Utility.getHeapTuple(i), Utility.getHeapTuple(i + 1)));
+    }
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(JoinPredicateTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/JoinTest.java b/hw/hw3/starter-code/test/simpledb/JoinTest.java
new file mode 100644
index 0000000..9c406c9
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/JoinTest.java
@@ -0,0 +1,115 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertTrue;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class JoinTest extends SimpleDbTestBase {
+
+  int width1 = 2;
+  int width2 = 3;
+  DbIterator scan1;
+  DbIterator scan2;
+  DbIterator eqJoin;
+  DbIterator gtJoin;
+
+  /**
+   * Initialize each unit test
+   */
+  @Before public void createTupleLists() throws Exception {
+    this.scan1 = TestUtil.createTupleList(width1,
+        new int[] { 1, 2,
+                    3, 4,
+                    5, 6,
+                    7, 8 });
+    this.scan2 = TestUtil.createTupleList(width2,
+        new int[] { 1, 2, 3,
+                    2, 3, 4,
+                    3, 4, 5,
+                    4, 5, 6,
+                    5, 6, 7 });
+    this.eqJoin = TestUtil.createTupleList(width1 + width2,
+        new int[] { 1, 2, 1, 2, 3,
+                    3, 4, 3, 4, 5,
+                    5, 6, 5, 6, 7 });
+    this.gtJoin = TestUtil.createTupleList(width1 + width2,
+        new int[] {
+                    3, 4, 1, 2, 3, // 1, 2 < 3
+                    3, 4, 2, 3, 4,
+                    5, 6, 1, 2, 3, // 1, 2, 3, 4 < 5
+                    5, 6, 2, 3, 4,
+                    5, 6, 3, 4, 5,
+                    5, 6, 4, 5, 6,
+                    7, 8, 1, 2, 3, // 1, 2, 3, 4, 5 < 7
+                    7, 8, 2, 3, 4,
+                    7, 8, 3, 4, 5,
+                    7, 8, 4, 5, 6,
+                    7, 8, 5, 6, 7 });
+  }
+
+  /**
+   * Unit test for Join.getTupleDesc()
+   */
+  @Test public void getTupleDesc() {
+    JoinPredicate pred = new JoinPredicate(0, Predicate.Op.EQUALS, 0);
+    Join op = new Join(pred, scan1, scan2);
+    TupleDesc expected = Utility.getTupleDesc(width1 + width2);
+    TupleDesc actual = op.getTupleDesc();
+    assertEquals(expected, actual);
+  }
+
+  /**
+   * Unit test for Join.rewind()
+   */
+  @Test public void rewind() throws Exception {
+    JoinPredicate pred = new JoinPredicate(0, Predicate.Op.EQUALS, 0);
+    Join op = new Join(pred, scan1, scan2);
+    op.open();
+    while (op.hasNext()) {
+      assertNotNull(op.next());
+    }
+    assertTrue(TestUtil.checkExhausted(op));
+    op.rewind();
+
+    eqJoin.open();
+    Tuple expected = eqJoin.next();
+    Tuple actual = op.next();
+    assertTrue(TestUtil.compareTuples(expected, actual));
+  }
+
+  /**
+   * Unit test for Join.getNext() using a &gt; predicate
+   */
+  @Test public void gtJoin() throws Exception {
+    JoinPredicate pred = new JoinPredicate(0, Predicate.Op.GREATER_THAN, 0);
+    Join op = new Join(pred, scan1, scan2);
+    op.open();
+    gtJoin.open();
+    TestUtil.matchAllTuples(gtJoin, op);
+  }
+
+  /**
+   * Unit test for Join.getNext() using an = predicate
+   */
+  @Test public void eqJoin() throws Exception {
+    JoinPredicate pred = new JoinPredicate(0, Predicate.Op.EQUALS, 0);
+    Join op = new Join(pred, scan1, scan2);
+    op.open();
+    eqJoin.open();
+    TestUtil.matchAllTuples(eqJoin, op);
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(JoinTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/PredicateTest.java b/hw/hw3/starter-code/test/simpledb/PredicateTest.java
new file mode 100644
index 0000000..bbacf79
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/PredicateTest.java
@@ -0,0 +1,65 @@
+package simpledb;
+
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.assertFalse;
+import junit.framework.JUnit4TestAdapter;
+
+public class PredicateTest extends SimpleDbTestBase{
+
+  /**
+   * Unit test for Predicate.filter()
+   */
+  @Test public void filter() {
+    int[] vals = new int[] { -1, 0, 1 };
+
+    for (int i : vals) {
+      Predicate p = new Predicate(0, Predicate.Op.EQUALS, TestUtil.getField(i));
+      assertFalse(p.filter(Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      Predicate p = new Predicate(0, Predicate.Op.GREATER_THAN,
+          TestUtil.getField(i));
+      assertFalse(p.filter(Utility.getHeapTuple(i - 1)));
+      assertFalse(p.filter(Utility.getHeapTuple(i)));
+      assertTrue(p.filter(Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      Predicate p = new Predicate(0, Predicate.Op.GREATER_THAN_OR_EQ,
+          TestUtil.getField(i));
+      assertFalse(p.filter(Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i)));
+      assertTrue(p.filter(Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      Predicate p = new Predicate(0, Predicate.Op.LESS_THAN,
+          TestUtil.getField(i));
+      assertTrue(p.filter(Utility.getHeapTuple(i - 1)));
+      assertFalse(p.filter(Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i + 1)));
+    }
+
+    for (int i : vals) {
+      Predicate p = new Predicate(0, Predicate.Op.LESS_THAN_OR_EQ,
+          TestUtil.getField(i));
+      assertTrue(p.filter(Utility.getHeapTuple(i - 1)));
+      assertTrue(p.filter(Utility.getHeapTuple(i)));
+      assertFalse(p.filter(Utility.getHeapTuple(i + 1)));
+    }
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(PredicateTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/RecordIdTest.java b/hw/hw3/starter-code/test/simpledb/RecordIdTest.java
new file mode 100644
index 0000000..6606551
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/RecordIdTest.java
@@ -0,0 +1,72 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class RecordIdTest extends SimpleDbTestBase {
+
+    private static RecordId hrid;
+    private static RecordId hrid2;
+    private static RecordId hrid3;
+    private static RecordId hrid4;
+
+    @Before public void createPids() {
+        HeapPageId hpid = new HeapPageId(-1, 2);
+        HeapPageId hpid2 = new HeapPageId(-1, 2);
+        HeapPageId hpid3 = new HeapPageId(-2, 2);
+        hrid = new RecordId(hpid, 3);
+        hrid2 = new RecordId(hpid2, 3);
+        hrid3 = new RecordId(hpid, 4);
+        hrid4 = new RecordId(hpid3, 3);
+
+    }
+
+    /**
+     * Unit test for RecordId.getPageId()
+     */
+    @Test public void getPageId() {
+        HeapPageId hpid = new HeapPageId(-1, 2);
+        assertEquals(hpid, hrid.getPageId());
+
+    }
+
+    /**
+     * Unit test for RecordId.tupleno()
+     */
+    @Test public void tupleno() {
+        assertEquals(3, hrid.tupleno());
+    }
+    
+    /**
+     * Unit test for RecordId.equals()
+     */
+    @Test public void equals() {
+    	assertEquals(hrid, hrid2);
+    	assertEquals(hrid2, hrid);
+    	assertFalse(hrid.equals(hrid3));
+    	assertFalse(hrid3.equals(hrid));
+    	assertFalse(hrid2.equals(hrid4));
+    	assertFalse(hrid4.equals(hrid2));
+    }
+    
+    /**
+     * Unit test for RecordId.hashCode()
+     */
+    @Test public void hCode() {
+    	assertEquals(hrid.hashCode(), hrid2.hashCode());
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(RecordIdTest.class);
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/StringAggregatorTest.java b/hw/hw3/starter-code/test/simpledb/StringAggregatorTest.java
new file mode 100644
index 0000000..9615236
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/StringAggregatorTest.java
@@ -0,0 +1,115 @@
+package simpledb;
+
+import java.util.*;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+import static org.junit.Assert.assertEquals;
+import junit.framework.JUnit4TestAdapter;
+
+public class StringAggregatorTest extends SimpleDbTestBase {
+
+  int width1 = 2;
+  DbIterator scan1;
+  int[][] count = null;
+
+  /**
+   * Initialize each unit test
+   */
+  @Before public void createTupleList() throws Exception {
+    this.scan1 = TestUtil.createTupleList(width1,
+        new Object[] { 1, "a",
+                    1, "b",
+                    1, "c",
+                    3, "d",
+                    3, "e",
+                    3, "f",
+                    5, "g" });
+
+    // verify how the results progress after a few merges
+    this.count = new int[][] {
+      { 1, 1 },
+      { 1, 2 },
+      { 1, 3 },
+      { 1, 3, 3, 1 }
+    };
+
+  }
+
+  /**
+   * Test String.mergeTupleIntoGroup() and iterator() over a COUNT
+   */
+  @Test public void mergeCount() throws Exception {
+    scan1.open();
+    StringAggregator agg = new StringAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.COUNT);
+
+    for (int[] step : count) {
+      agg.mergeTupleIntoGroup(scan1.next());
+      DbIterator it = agg.iterator();
+      it.open();
+      TestUtil.matchAllTuples(TestUtil.createTupleList(width1, step), it);
+    }
+  }
+
+  /**
+   * Test StringAggregator.iterator() for DbIterator behaviour
+   */
+  @Test public void testIterator() throws Exception {
+    // first, populate the aggregator via sum over scan1
+    scan1.open();
+    StringAggregator agg = new StringAggregator(0, Type.INT_TYPE, 1, Aggregator.Op.COUNT);
+    try {
+      while (true)
+        agg.mergeTupleIntoGroup(scan1.next());
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+
+    DbIterator it = agg.iterator();
+    it.open();
+
+    // verify it has three elements
+    int count = 0;
+    try {
+      while (true) {
+        it.next();
+        count++;
+      }
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+    assertEquals(3, count);
+
+    // rewind and try again
+    it.rewind();
+    count = 0;
+    try {
+      while (true) {
+        it.next();
+        count++;
+      }
+    } catch (NoSuchElementException e) {
+      // explicitly ignored
+    }
+    assertEquals(3, count);
+
+    // close it and check that we don't get anything
+    it.close();
+    try {
+      it.next();
+      throw new Exception("StringAggreator iterator yielded tuple after close");
+    } catch (Exception e) {
+      // explicitly ignored
+    }
+  }
+
+  /**
+   * JUnit suite target
+   */
+  public static junit.framework.Test suite() {
+    return new JUnit4TestAdapter(StringAggregatorTest.class);
+  }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/TestUtil.java b/hw/hw3/starter-code/test/simpledb/TestUtil.java
new file mode 100644
index 0000000..48c7585
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/TestUtil.java
@@ -0,0 +1,396 @@
+package simpledb;
+
+import java.io.*;
+import java.util.*;
+
+import static org.junit.Assert.*;
+
+public class TestUtil {
+    /**
+     * @return an IntField with value n
+     */
+    public static Field getField(int n) {
+        return new IntField(n);
+    }
+
+    /**
+     * @return a DbIterator over a list of tuples constructed over the data
+     *   provided in the constructor. This iterator is already open.
+     * @param width the number of fields in each tuple
+     * @param tupdata an array such that the ith element the jth tuple lives
+     *   in slot j * width + i
+     * @require tupdata.length % width == 0
+     * @throws DbException if we encounter an error creating the
+     *   TupleIterator
+     */
+    public static TupleIterator createTupleList(int width, int[] tupdata) {
+        int i = 0;
+        ArrayList<Tuple> tuplist = new ArrayList<Tuple>();
+        while (i < tupdata.length) {
+            Tuple tup = new Tuple(Utility.getTupleDesc(width));
+            for (int j = 0; j < width; ++j)
+                tup.setField(j, getField(tupdata[i++]));
+            tuplist.add(tup);
+        }
+
+        TupleIterator result = new TupleIterator(Utility.getTupleDesc(width), tuplist);
+        result.open();
+        return result;
+    }
+
+    /**
+     * @return a DbIterator over a list of tuples constructed over the data
+     *   provided in the constructor. This iterator is already open.
+     * @param width the number of fields in each tuple
+     * @param tupdata an array such that the ith element the jth tuple lives
+     *   in slot j * width + i.  Objects can be strings or ints;  tuples must all be of same type.
+     * @require tupdata.length % width == 0
+     * @throws DbException if we encounter an error creating the
+     *   TupleIterator
+     */
+    public static TupleIterator createTupleList(int width, Object[] tupdata) {
+        ArrayList<Tuple> tuplist = new ArrayList<Tuple>();
+        TupleDesc td;
+        Type[] types = new Type[width];
+        int i= 0;
+        for (int j = 0; j < width; j++) {
+            if (tupdata[j] instanceof String) {
+                types[j] = Type.STRING_TYPE;
+            }
+            if (tupdata[j] instanceof Integer) {
+                types[j] = Type.INT_TYPE;
+            }
+        }
+        td = new TupleDesc(types);
+
+        while (i < tupdata.length) {
+            Tuple tup = new Tuple(td);
+            for (int j = 0; j < width; j++) {
+                Field f;
+                Object t = tupdata[i++];
+                if (t instanceof String)
+                    f = new StringField((String)t, Type.STRING_LEN); 
+                else
+                    f = new IntField((Integer)t);
+
+                tup.setField(j, f);
+            }
+            tuplist.add(tup);
+        }
+
+        TupleIterator result = new TupleIterator(td, tuplist);
+        result.open();
+        return result;
+    }
+
+    /**
+     * @return true iff the tuples have the same number of fields and
+     *   corresponding fields in the two Tuples are all equal.
+     */
+    public static boolean compareTuples(Tuple t1, Tuple t2) {
+        if (t1.getTupleDesc().numFields() != t2.getTupleDesc().numFields())
+            return false;
+
+        for (int i = 0; i < t1.getTupleDesc().numFields(); ++i) {
+            if (!(t1.getTupleDesc().getFieldType(i).equals(t2.getTupleDesc().getFieldType(i))))
+                return false;
+            if (!(t1.getField(i).equals(t2.getField(i))))
+                return false;
+        }
+
+        return true;
+    }
+
+    /**
+     * Check to see if the DbIterators have the same number of tuples and
+     *   each tuple pair in parallel iteration satisfies compareTuples .
+     * If not, throw an assertion.
+     */
+    public static void compareDbIterators(DbIterator expected, DbIterator actual)
+            throws DbException, TransactionAbortedException {
+        while (expected.hasNext()) {
+            assertTrue(actual.hasNext());
+
+            Tuple expectedTup = expected.next();
+            Tuple actualTup = actual.next();
+            assertTrue(compareTuples(expectedTup, actualTup));
+        }
+        // Both must now be exhausted
+        assertFalse(expected.hasNext());
+        assertFalse(actual.hasNext());
+    }
+
+    /**
+     * Check to see if every tuple in expected matches <b>some</b> tuple
+     *   in actual via compareTuples. Note that actual may be a superset.
+     * If not, throw an assertion.
+     */
+    public static void matchAllTuples(DbIterator expected, DbIterator actual) throws
+            DbException, TransactionAbortedException {
+        // TODO(ghuo): this n^2 set comparison is kind of dumb, but we haven't
+        // implemented hashCode or equals for tuples.
+        boolean matched = false;
+        while (expected.hasNext()) {
+            Tuple expectedTup = expected.next();
+            matched = false;
+            actual.rewind();
+
+            while (actual.hasNext()) {
+                Tuple next = actual.next();
+                if (compareTuples(expectedTup, next)) {
+                    matched = true;
+                    break;
+                }
+            }
+
+            if (!matched) {
+                throw new RuntimeException("expected tuple not found: " + expectedTup);
+            }
+        }
+    }
+
+    /**
+     * Verifies that the DbIterator has been exhausted of all elements.
+     */
+    public static boolean checkExhausted(DbIterator it)
+        throws TransactionAbortedException, DbException {
+
+        if (it.hasNext()) return false;
+
+        try {
+            Tuple t = it.next();
+            System.out.println("Got unexpected tuple: " + t);
+            return false;
+        } catch (NoSuchElementException e) {
+            return true;
+        }
+    }
+
+    /**
+     * @return a byte array containing the contents of the file 'path'
+     */
+    public static byte[] readFileBytes(String path) throws IOException {
+        File f = new File(path);
+        InputStream is = new FileInputStream(f);
+        byte[] buf = new byte[(int) f.length()];
+
+        int offset = 0;
+        int count = 0;
+        while (offset < buf.length
+               && (count = is.read(buf, offset, buf.length - offset)) >= 0) {
+            offset += count;
+        }
+
+        // check that we grabbed the entire file
+        if (offset < buf.length)
+            throw new IOException("failed to read test data");
+
+        // Close the input stream and return bytes
+        is.close();
+        return buf;
+    }
+
+    /**
+     * Stub DbFile class for unit testing.
+     */
+    public static class SkeletonFile implements DbFile {
+        private int tableid;
+        private TupleDesc td;
+
+        public SkeletonFile(int tableid, TupleDesc td) {
+            this.tableid = tableid;
+            this.td = td;
+        }
+
+        public Page readPage(PageId id) throws NoSuchElementException {
+            throw new RuntimeException("not implemented");
+        }
+
+        public int numPages() {
+            throw new RuntimeException("not implemented");
+        }
+
+        public void writePage(Page p) throws IOException {
+            throw new RuntimeException("not implemented");
+        }
+
+        public ArrayList<Page> insertTuple(TransactionId tid, Tuple t)
+            throws DbException, IOException, TransactionAbortedException {
+            throw new RuntimeException("not implemented");
+        }
+
+        public ArrayList<Page> deleteTuple(TransactionId tid, Tuple t)
+            throws DbException, TransactionAbortedException {
+            throw new RuntimeException("not implemented");
+        }
+
+        public int bytesPerPage() {
+            throw new RuntimeException("not implemented");
+        }
+
+        public int getId() {
+            return tableid;
+        }
+
+        public DbFileIterator iterator(TransactionId tid) {
+            throw new RuntimeException("not implemented");
+        }
+
+		public TupleDesc getTupleDesc() {			
+			return td;
+		}
+    }
+
+    /**
+     * Mock SeqScan class for unit testing.
+     */
+    public static class MockScan implements DbIterator {
+        private int cur, low, high, width;
+
+        /**
+         * Creates a fake SeqScan that returns tuples sequentially with 'width'
+         * fields, each with the same value, that increases from low (inclusive)
+         * and high (exclusive) over getNext calls.
+         */
+        public MockScan(int low, int high, int width) {
+            this.low = low;
+            this.high = high;
+            this.width = width;
+            this.cur = low;
+        }
+
+        public void open() {
+        }
+
+        public void close() {
+        }
+
+        public void rewind() {
+            cur = low;
+        }
+
+        public TupleDesc getTupleDesc() {
+            return Utility.getTupleDesc(width);
+        }
+
+        protected Tuple readNext() {
+            if (cur >= high) return null;
+
+            Tuple tup = new Tuple(getTupleDesc());
+            for (int i = 0; i < width; ++i)
+                tup.setField(i, new IntField(cur));
+            cur++;
+            return tup;
+        }
+
+		public boolean hasNext() throws DbException, TransactionAbortedException {
+			if (cur >= high) return false;
+			return true;
+		}
+
+		public Tuple next() throws DbException, TransactionAbortedException, NoSuchElementException {
+			if(cur >= high) throw new NoSuchElementException();
+            Tuple tup = new Tuple(getTupleDesc());
+            for (int i = 0; i < width; ++i)
+                tup.setField(i, new IntField(cur));
+            cur++;
+            return tup;
+		}
+    }
+
+    /**
+     * Helper class that attempts to acquire a lock on a given page in a new
+     * thread.
+     *
+     * @return a handle to the Thread that will attempt lock acquisition after it
+     *   has been started
+     */
+    static class LockGrabber extends Thread {
+
+        TransactionId tid;
+        PageId pid;
+        Permissions perm;
+        boolean acquired;
+        Exception error;
+        Object alock;
+        Object elock;
+
+        /**
+         * @param tid the transaction on whose behalf we want to acquire the lock
+         * @param pid the page over which we want to acquire the lock
+         * @param perm the desired lock permissions
+         */
+        public LockGrabber(TransactionId tid, PageId pid, Permissions perm) {
+            this.tid = tid;
+            this.pid = pid;
+            this.perm = perm;
+            this.acquired = false;
+            this.error = null;
+            this.alock = new Object();
+            this.elock = new Object();
+        }
+
+        public void run() {
+            try {
+                Database.getBufferPool().getPage(tid, pid, perm);
+                synchronized(alock) {
+                    acquired = true;
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+                synchronized(elock) {
+                    error = e;
+                }
+
+                try {
+                    Database.getBufferPool().transactionComplete(tid, false);
+                } catch (java.io.IOException e2) {
+                    e2.printStackTrace();
+                }
+            }
+        }
+
+        /**
+         * @return true if we successfully acquired the specified lock
+         */
+        public boolean acquired() {
+            synchronized(alock) {
+                return acquired;
+            }
+        }
+
+        /**
+         * @return an Exception instance if one occured during lock acquisition;
+         *   null otherwise
+         */
+        public Exception getError() {
+            synchronized(elock) {
+                return error;
+            }
+        }
+    }
+
+    /** JUnit fixture that creates a heap file and cleans it up afterward. */
+    public static abstract class CreateHeapFile {
+        protected CreateHeapFile() {
+            try{
+                emptyFile = File.createTempFile("empty", ".dat");
+            } catch (IOException e) {
+                throw new RuntimeException(e);
+            }
+            emptyFile.deleteOnExit();
+        }
+
+        protected void setUp() throws Exception {
+            try{
+            	Database.reset();
+                empty = Utility.createEmptyHeapFile(emptyFile.getAbsolutePath(), 2);
+            } catch (IOException e) {
+                throw new RuntimeException(e);
+            }
+        }
+
+        protected HeapFile empty;
+        private final File emptyFile;
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/TupleDescTest.java b/hw/hw3/starter-code/test/simpledb/TupleDescTest.java
new file mode 100644
index 0000000..1cbe396
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/TupleDescTest.java
@@ -0,0 +1,177 @@
+package simpledb;
+
+import java.util.NoSuchElementException;
+
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+import static org.junit.Assert.*;
+import junit.framework.Assert;
+import junit.framework.JUnit4TestAdapter;
+
+public class TupleDescTest extends SimpleDbTestBase {
+
+    /**
+     * Unit test for TupleDesc.combine()
+     */
+    @Test public void combine() {
+        TupleDesc td1, td2, td3;
+
+        td1 = Utility.getTupleDesc(1, "td1");
+        td2 = Utility.getTupleDesc(2, "td2");
+
+        // test td1.combine(td2)
+        td3 = TupleDesc.merge(td1, td2);
+        assertEquals(3 , td3.numFields());
+        assertEquals(3 * Type.INT_TYPE.getLen(), td3.getSize());
+        for (int i = 0; i < 3; ++i)
+            assertEquals(Type.INT_TYPE, td3.getFieldType(i));
+        assertEquals(combinedStringArrays(td1, td2, td3), true);
+
+        // test td2.combine(td1)
+        td3 = TupleDesc.merge(td2, td1);
+        assertEquals(3 , td3.numFields());
+        assertEquals(3 * Type.INT_TYPE.getLen(), td3.getSize());
+        for (int i = 0; i < 3; ++i)
+            assertEquals(Type.INT_TYPE, td3.getFieldType(i));
+        assertEquals(combinedStringArrays(td2, td1, td3), true);
+
+        // test td2.combine(td2)
+        td3 = TupleDesc.merge(td2, td2);
+        assertEquals(4 , td3.numFields());
+        assertEquals(4 * Type.INT_TYPE.getLen(), td3.getSize());
+        for (int i = 0; i < 4; ++i)
+            assertEquals(Type.INT_TYPE, td3.getFieldType(i));
+        assertEquals(combinedStringArrays(td2, td2, td3), true);
+    }
+
+    /**
+     * Ensures that combined's field names = td1's field names + td2's field names
+     */
+    private boolean combinedStringArrays(TupleDesc td1, TupleDesc td2, TupleDesc combined) {
+        for (int i = 0; i < td1.numFields(); i++) {
+            if (!(((td1.getFieldName(i) == null) && (combined.getFieldName(i) == null)) ||
+                    td1.getFieldName(i).equals(combined.getFieldName(i)))) {
+                return false;
+            }
+        }
+
+        for (int i = td1.numFields(); i < td1.numFields() + td2.numFields(); i++) {
+            if (!(((td2.getFieldName(i-td1.numFields()) == null) && (combined.getFieldName(i) == null)) ||
+                    td2.getFieldName(i-td1.numFields()).equals(combined.getFieldName(i)))) {
+                return false;
+            }
+        }
+
+        return true;
+    }
+
+    /**
+     * Unit test for TupleDesc.getType()
+     */
+    @Test public void getType() {
+        int[] lengths = new int[] { 1, 2, 1000 };
+
+        for (int len: lengths) {
+            TupleDesc td = Utility.getTupleDesc(len);
+            for (int i = 0; i < len; ++i)
+                assertEquals(Type.INT_TYPE, td.getFieldType(i));
+        }
+    }
+    
+    /**
+     * Unit test for TupleDesc.nameToId()
+     */
+    @Test public void nameToId() {
+        int[] lengths = new int[] { 1, 2, 1000 };
+        String prefix = "test";
+        
+        for (int len: lengths) {
+            // Make sure you retrieve well-named fields
+            TupleDesc td = Utility.getTupleDesc(len, prefix);
+            for (int i = 0; i < len; ++i) {
+                assertEquals(i, td.fieldNameToIndex(prefix + i));
+            }
+            
+            // Make sure you throw exception for non-existent fields
+            try {
+                td.fieldNameToIndex("foo");
+                Assert.fail("foo is not a valid field name");
+            } catch (NoSuchElementException e) {
+                // expected to get here
+            }
+            
+            // Make sure you throw exception for null searches
+            try {
+                td.fieldNameToIndex(null);
+                Assert.fail("null is not a valid field name");
+            } catch (NoSuchElementException e) {
+                // expected to get here
+            }
+
+            // Make sure you throw exception when all field names are null
+            td = Utility.getTupleDesc(len);
+            try {
+                td.fieldNameToIndex(prefix);
+                Assert.fail("no fields are named, so you can't find it");
+            } catch (NoSuchElementException e) {
+                // expected to get here
+            }
+        }
+    }    
+
+    /**
+     * Unit test for TupleDesc.getSize()
+     */
+    @Test public void getSize() {
+        int[] lengths = new int[] { 1, 2, 1000 };
+
+        for (int len: lengths) {
+            TupleDesc td = Utility.getTupleDesc(len);
+            assertEquals(len * Type.INT_TYPE.getLen(), td.getSize());
+        }
+    }
+
+    /**
+     * Unit test for TupleDesc.numFields()
+     */
+    @Test public void numFields() {
+        int[] lengths = new int[] { 1, 2, 1000 };
+
+        for (int len : lengths) {
+            TupleDesc td = Utility.getTupleDesc(len);
+            assertEquals(len, td.numFields());
+        }
+    }
+
+    @Test public void testEquals() {
+        TupleDesc singleInt = new TupleDesc(new Type[]{Type.INT_TYPE});
+        TupleDesc singleInt2 = new TupleDesc(new Type[]{Type.INT_TYPE});
+        TupleDesc intString = new TupleDesc(new Type[]{Type.INT_TYPE, Type.STRING_TYPE});
+
+        // .equals() with null should return false
+        assertFalse(singleInt.equals(null));
+
+        // .equals() with the wrong type should return false
+        assertFalse(singleInt.equals(new Object()));
+
+        assertTrue(singleInt.equals(singleInt));
+        assertTrue(singleInt.equals(singleInt2));
+        assertTrue(singleInt2.equals(singleInt));
+        assertTrue(intString.equals(intString));
+
+        assertFalse(singleInt.equals(intString));
+        assertFalse(singleInt2.equals(intString));
+        assertFalse(intString.equals(singleInt));
+        assertFalse(intString.equals(singleInt2));
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(TupleDescTest.class);
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/TupleTest.java b/hw/hw3/starter-code/test/simpledb/TupleTest.java
new file mode 100644
index 0000000..e3bf6ae
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/TupleTest.java
@@ -0,0 +1,67 @@
+package simpledb;
+
+import static org.junit.Assert.assertEquals;
+import junit.framework.JUnit4TestAdapter;
+
+import org.junit.Test;
+
+import simpledb.systemtest.SimpleDbTestBase;
+
+public class TupleTest extends SimpleDbTestBase {
+
+    /**
+     * Unit test for Tuple.getField() and Tuple.setField()
+     */
+    @Test public void modifyFields() {
+        TupleDesc td = Utility.getTupleDesc(2);
+
+        Tuple tup = new Tuple(td);
+        tup.setField(0, new IntField(-1));
+        tup.setField(1, new IntField(0));
+
+        assertEquals(new IntField(-1), tup.getField(0));
+        assertEquals(new IntField(0), tup.getField(1));
+
+        tup.setField(0, new IntField(1));
+        tup.setField(1, new IntField(37));
+
+        assertEquals(new IntField(1), tup.getField(0));
+        assertEquals(new IntField(37), tup.getField(1));
+    }
+
+    /**
+     * Unit test for Tuple.getTupleDesc()
+     */
+    @Test public void getTupleDesc() {
+        TupleDesc td = Utility.getTupleDesc(5);
+        Tuple tup = new Tuple(td);
+        assertEquals(td, tup.getTupleDesc());
+    }
+
+    /**
+     * Unit test for Tuple.getRecordId() and Tuple.setRecordId()
+     */
+    @Test public void modifyRecordId() {
+        Tuple tup1 = new Tuple(Utility.getTupleDesc(1));
+        HeapPageId pid1 = new HeapPageId(0,0);
+        RecordId rid1 = new RecordId(pid1, 0);
+        tup1.setRecordId(rid1);
+
+	try {
+	    assertEquals(rid1, tup1.getRecordId());
+	} catch (java.lang.UnsupportedOperationException e) {
+		//rethrow the exception with an explanation
+    	throw new UnsupportedOperationException("modifyRecordId() test failed due to " +
+    			"RecordId.equals() not being implemented.  This is not required for Lab 1, " +
+    			"but should pass when you do implement the RecordId class.");
+	}
+    }
+
+    /**
+     * JUnit suite target
+     */
+    public static junit.framework.Test suite() {
+        return new JUnit4TestAdapter(TupleTest.class);
+    }
+}
+
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/AggregateTest.java b/hw/hw3/starter-code/test/simpledb/systemtest/AggregateTest.java
new file mode 100644
index 0000000..39cd976
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/AggregateTest.java
@@ -0,0 +1,120 @@
+package simpledb.systemtest;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Map;
+
+import simpledb.*;
+
+import org.junit.Test;
+
+public class AggregateTest extends SimpleDbTestBase {
+    public void validateAggregate(DbFile table, Aggregator.Op operation, int aggregateColumn, int groupColumn, ArrayList<ArrayList<Integer>> expectedResult)
+            throws DbException, TransactionAbortedException, IOException {
+        TransactionId tid = new TransactionId();
+        SeqScan ss = new SeqScan(tid, table.getId(), "");
+        Aggregate ag = new Aggregate(ss, aggregateColumn, groupColumn, operation);
+
+        SystemTestUtil.matchTuples(ag, expectedResult);
+        Database.getBufferPool().transactionComplete(tid);
+    }
+
+    private int computeAggregate(ArrayList<Integer> values, Aggregator.Op operation) {
+        if (operation == Aggregator.Op.COUNT) return values.size();
+
+        int value = 0;
+        if (operation == Aggregator.Op.MIN) value = Integer.MAX_VALUE;
+        else if (operation == Aggregator.Op.MAX) value = Integer.MIN_VALUE;
+
+        for (int v : values) {
+            switch (operation) {
+                case MAX:
+                    if (v > value) value = v;
+                    break;
+                case MIN:
+                    if (v < value) value = v;
+                    break;
+                case AVG:
+                case SUM:
+                    value += v;
+                    break;
+                default:
+                    throw new IllegalArgumentException("Unsupported operation " + operation);
+            }
+        }
+
+        if (operation == Aggregator.Op.AVG) value /= values.size();
+        return value;
+    }
+
+    private ArrayList<ArrayList<Integer>> aggregate(ArrayList<ArrayList<Integer>> tuples, Aggregator.Op operation, int aggregateColumn, int groupColumn) {
+        // Group the values
+        HashMap<Integer, ArrayList<Integer>> values = new HashMap<Integer, ArrayList<Integer>>();
+        for (ArrayList<Integer> t : tuples) {
+            Integer key = null;
+            if (groupColumn != Aggregator.NO_GROUPING) key = t.get(groupColumn);
+            Integer value = t.get(aggregateColumn);
+
+            if (!values.containsKey(key)) values.put(key, new ArrayList<Integer>());
+            values.get(key).add(value);
+        }
+
+        ArrayList<ArrayList<Integer>> results = new ArrayList<ArrayList<Integer>>();
+        for (Map.Entry<Integer, ArrayList<Integer>> e : values.entrySet()) {
+            ArrayList<Integer> result = new ArrayList<Integer>();
+            if (groupColumn != Aggregator.NO_GROUPING) result.add(e.getKey());
+            result.add(computeAggregate(e.getValue(), operation));
+            results.add(result);
+        }
+        return results;
+    }
+
+    private final static int ROWS = 1024;
+    private final static int MAX_VALUE = 64;
+    private final static int COLUMNS = 3;
+    private void doAggregate(Aggregator.Op operation, int groupColumn)
+            throws IOException, DbException, TransactionAbortedException {
+        // Create the table
+        ArrayList<ArrayList<Integer>> createdTuples = new ArrayList<ArrayList<Integer>>();
+        HeapFile table = SystemTestUtil.createRandomHeapFile(
+                COLUMNS, ROWS, MAX_VALUE, null, createdTuples);
+
+        // Compute the expected answer
+        ArrayList<ArrayList<Integer>> expected =
+                aggregate(createdTuples, operation, 1, groupColumn);
+
+        // validate that we get the answer
+        validateAggregate(table, operation, 1, groupColumn, expected);
+    }
+
+    @Test public void testSum() throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.SUM, 0);
+    }
+
+    @Test public void testMin() throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.MIN, 0);
+    }
+
+    @Test public void testMax() throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.MAX, 0);
+    }
+
+    @Test public void testCount() throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.COUNT, 0);
+    }
+
+    @Test public void testAverage() throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.AVG, 0);
+    }
+
+    @Test public void testAverageNoGroup()
+            throws IOException, DbException, TransactionAbortedException {
+        doAggregate(Aggregator.Op.AVG, Aggregator.NO_GROUPING);
+    }
+
+    /** Make test compatible with older version of ant. */
+    public static junit.framework.Test suite() {
+        return new junit.framework.JUnit4TestAdapter(AggregateTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/FilterBase.java b/hw/hw3/starter-code/test/simpledb/systemtest/FilterBase.java
new file mode 100644
index 0000000..cd18945
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/FilterBase.java
@@ -0,0 +1,85 @@
+package simpledb.systemtest;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Map;
+
+import static org.junit.Assert.*;
+import org.junit.Test;
+
+import simpledb.*;
+
+public abstract class FilterBase extends SimpleDbTestBase {
+    private static final int COLUMNS = 3;
+    private static final int ROWS = 1097;
+
+    /** Should apply the predicate to table. This will be executed in transaction tid. */
+    protected abstract int applyPredicate(HeapFile table, TransactionId tid, Predicate predicate)
+            throws DbException, TransactionAbortedException, IOException;
+
+    /** Optional hook for validating database state after applyPredicate. */
+    protected void validateAfter(HeapFile table)
+            throws DbException, TransactionAbortedException, IOException {}
+
+    protected ArrayList<ArrayList<Integer>> createdTuples;
+
+    private int runTransactionForPredicate(HeapFile table, Predicate predicate)
+            throws IOException, DbException, TransactionAbortedException {
+        TransactionId tid = new TransactionId();
+        int result = applyPredicate(table, tid, predicate);
+        Database.getBufferPool().transactionComplete(tid);
+        return result;
+    }
+
+    private void validatePredicate(int column, int columnValue, int trueValue, int falseValue,
+            Predicate.Op operation) throws IOException, DbException, TransactionAbortedException {
+        // Test the true value
+        HeapFile f = createTable(column, columnValue);
+        Predicate predicate = new Predicate(column, operation, new IntField(trueValue));
+        assertEquals(ROWS, runTransactionForPredicate(f, predicate));
+        f = Utility.openHeapFile(COLUMNS, f.getFile());
+        validateAfter(f);
+
+        // Test the false value
+        f = createTable(column, columnValue);
+        predicate = new Predicate(column, operation, new IntField(falseValue));
+        assertEquals(0, runTransactionForPredicate(f, predicate));
+        f = Utility.openHeapFile(COLUMNS, f.getFile());
+        validateAfter(f);
+    }
+
+    private HeapFile createTable(int column, int columnValue)
+            throws IOException, DbException, TransactionAbortedException {
+        Map<Integer, Integer> columnSpecification = new HashMap<Integer, Integer>();
+        columnSpecification.put(column, columnValue);
+        createdTuples = new ArrayList<ArrayList<Integer>>();
+        return SystemTestUtil.createRandomHeapFile(
+                COLUMNS, ROWS, columnSpecification, createdTuples);
+    }
+
+    @Test public void testEquals() throws
+            DbException, TransactionAbortedException, IOException {
+        validatePredicate(0, 1, 1, 2, Predicate.Op.EQUALS);
+    }
+
+    @Test public void testLessThan() throws
+            DbException, TransactionAbortedException, IOException {
+        validatePredicate(1, 1, 2, 1, Predicate.Op.LESS_THAN);
+    }
+
+    @Test public void testLessThanOrEq() throws
+            DbException, TransactionAbortedException, IOException {
+        validatePredicate(2, 42, 42, 41, Predicate.Op.LESS_THAN_OR_EQ);
+    }
+
+    @Test public void testGreaterThan() throws
+            DbException, TransactionAbortedException, IOException {
+        validatePredicate(2, 42, 41, 42, Predicate.Op.GREATER_THAN);
+    }
+
+    @Test public void testGreaterThanOrEq() throws
+            DbException, TransactionAbortedException, IOException {
+        validatePredicate(2, 42, 42, 43, Predicate.Op.GREATER_THAN_OR_EQ);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/FilterTest.java b/hw/hw3/starter-code/test/simpledb/systemtest/FilterTest.java
new file mode 100644
index 0000000..eeba3df
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/FilterTest.java
@@ -0,0 +1,29 @@
+package simpledb.systemtest;
+
+import java.io.IOException;
+import static org.junit.Assert.*;
+import simpledb.*;
+
+public class FilterTest extends FilterBase {
+    @Override
+    protected int applyPredicate(HeapFile table, TransactionId tid, Predicate predicate)
+            throws DbException, TransactionAbortedException, IOException {
+        SeqScan ss = new SeqScan(tid, table.getId(), "");
+        Filter filter = new Filter(predicate, ss);
+        filter.open();
+
+        int resultCount = 0;
+        while (filter.hasNext()) {
+            assertNotNull(filter.next());
+            resultCount += 1;
+        }
+
+        filter.close();
+        return resultCount;
+    }
+
+    /** Make test compatible with older version of ant. */
+    public static junit.framework.Test suite() {
+        return new junit.framework.JUnit4TestAdapter(FilterTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/JoinTest.java b/hw/hw3/starter-code/test/simpledb/systemtest/JoinTest.java
new file mode 100644
index 0000000..337d423
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/JoinTest.java
@@ -0,0 +1,76 @@
+package simpledb.systemtest;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+
+import org.junit.Test;
+
+import simpledb.*;
+
+public class JoinTest extends SimpleDbTestBase {
+    private static final int COLUMNS = 2;
+    public void validateJoin(int table1ColumnValue, int table1Rows, int table2ColumnValue,
+            int table2Rows)
+            throws IOException, DbException, TransactionAbortedException {
+        // Create the two tables
+        HashMap<Integer, Integer> columnSpecification = new HashMap<Integer, Integer>();
+        columnSpecification.put(0, table1ColumnValue);
+        ArrayList<ArrayList<Integer>> t1Tuples = new ArrayList<ArrayList<Integer>>();
+        HeapFile table1 = SystemTestUtil.createRandomHeapFile(
+                COLUMNS, table1Rows, columnSpecification, t1Tuples);
+        assert t1Tuples.size() == table1Rows;
+
+        columnSpecification.put(0, table2ColumnValue);
+        ArrayList<ArrayList<Integer>> t2Tuples = new ArrayList<ArrayList<Integer>>();
+        HeapFile table2 = SystemTestUtil.createRandomHeapFile(
+                COLUMNS, table2Rows, columnSpecification, t2Tuples);
+        assert t2Tuples.size() == table2Rows;
+
+        // Generate the expected results
+        ArrayList<ArrayList<Integer>> expectedResults = new ArrayList<ArrayList<Integer>>();
+        for (ArrayList<Integer> t1 : t1Tuples) {
+            for (ArrayList<Integer> t2 : t2Tuples) {
+                // If the columns match, join the tuples
+                if (t1.get(0).equals(t2.get(0))) {
+                    ArrayList<Integer> out = new ArrayList<Integer>(t1);
+                    out.addAll(t2);
+                    expectedResults.add(out);
+                }
+            }
+        }
+
+        // Begin the join
+        TransactionId tid = new TransactionId();
+        SeqScan ss1 = new SeqScan(tid, table1.getId(), "");
+        SeqScan ss2 = new SeqScan(tid, table2.getId(), "");
+        JoinPredicate p = new JoinPredicate(0, Predicate.Op.EQUALS, 0);
+        Join joinOp = new Join(p, ss1, ss2);
+
+        // test the join results
+        SystemTestUtil.matchTuples(joinOp, expectedResults);
+
+        joinOp.close();
+        Database.getBufferPool().transactionComplete(tid);
+    }
+
+    @Test public void testSingleMatch()
+            throws IOException, DbException, TransactionAbortedException {
+        validateJoin(1, 1, 1, 1);
+    }
+
+    @Test public void testNoMatch()
+            throws IOException, DbException, TransactionAbortedException {
+        validateJoin(1, 2, 2, 10);
+    }
+
+    @Test public void testMultipleMatch()
+            throws IOException, DbException, TransactionAbortedException {
+        validateJoin(1, 3, 1, 3);
+    }
+
+    /** Make test compatible with older version of ant. */
+    public static junit.framework.Test suite() {
+        return new junit.framework.JUnit4TestAdapter(JoinTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/ScanTest.java b/hw/hw3/starter-code/test/simpledb/systemtest/ScanTest.java
new file mode 100644
index 0000000..5352516
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/ScanTest.java
@@ -0,0 +1,111 @@
+package simpledb.systemtest;
+
+import simpledb.systemtest.SystemTestUtil;
+
+import static org.junit.Assert.*;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.NoSuchElementException;
+import java.util.Random;
+
+import org.junit.Test;
+
+import simpledb.*;
+
+/**
+ * Dumps the contents of a table.
+ * args[1] is the number of columns.  E.g., if it's 5, then ScanTest will end
+ * up dumping the contents of f4.0.txt.
+ */
+public class ScanTest extends SimpleDbTestBase {
+    private final static Random r = new Random();
+
+    /** Tests the scan operator for a table with the specified dimensions. */
+    private void validateScan(int[] columnSizes, int[] rowSizes)
+            throws IOException, DbException, TransactionAbortedException {
+        for (int columns : columnSizes) {
+            for (int rows : rowSizes) {
+                ArrayList<ArrayList<Integer>> tuples = new ArrayList<ArrayList<Integer>>();
+                HeapFile f = SystemTestUtil.createRandomHeapFile(columns, rows, null, tuples);
+                SystemTestUtil.matchTuples(f, tuples);
+                Database.resetBufferPool(BufferPool.DEFAULT_PAGES);
+            }
+        }
+    }
+
+    /** Scan 1-4 columns. */
+    @Test public void testSmall() throws IOException, DbException, TransactionAbortedException {
+        int[] columnSizes = new int[]{1, 2, 3, 4};
+        int[] rowSizes =
+                new int[]{0, 1, 2, 511, 512, 513, 1023, 1024, 1025, 4096 + r.nextInt(4096)};
+        validateScan(columnSizes, rowSizes);
+    }
+
+    /** Test that rewinding a SeqScan iterator works. */
+    @Test public void testRewind() throws IOException, DbException, TransactionAbortedException {
+        ArrayList<ArrayList<Integer>> tuples = new ArrayList<ArrayList<Integer>>();
+        HeapFile f = SystemTestUtil.createRandomHeapFile(2, 1000, null, tuples);
+
+        TransactionId tid = new TransactionId();
+        SeqScan scan = new SeqScan(tid, f.getId(), "table");
+        scan.open();
+        for (int i = 0; i < 100; ++i) {
+            assertTrue(scan.hasNext());
+            Tuple t = scan.next();
+            assertEquals(tuples.get(i), SystemTestUtil.tupleToList(t));
+        }
+
+        scan.rewind();
+        for (int i = 0; i < 100; ++i) {
+            assertTrue(scan.hasNext());
+            Tuple t = scan.next();
+            assertEquals(tuples.get(i), SystemTestUtil.tupleToList(t));
+        }
+        scan.close();
+        Database.getBufferPool().transactionComplete(tid);
+    }
+
+    /** Verifies that the buffer pool is actually caching data.
+     * @throws TransactionAbortedException
+     * @throws DbException */
+    @Test public void testCache() throws IOException, DbException, TransactionAbortedException {
+        /** Counts the number of readPage operations. */
+        class InstrumentedHeapFile extends HeapFile {
+            public InstrumentedHeapFile(File f, TupleDesc td) {
+                super(f, td);
+            }
+
+            @Override
+            public Page readPage(PageId pid) throws NoSuchElementException {
+                readCount += 1;
+                return super.readPage(pid);
+            }
+
+            public int readCount = 0;
+        }
+
+        // Create the table
+        final int PAGES = 30;
+        ArrayList<ArrayList<Integer>> tuples = new ArrayList<ArrayList<Integer>>();
+        File f = SystemTestUtil.createRandomHeapFileUnopened(1, 992*PAGES, 1000, null, tuples);
+        TupleDesc td = Utility.getTupleDesc(1);
+        InstrumentedHeapFile table = new InstrumentedHeapFile(f, td);
+        Database.getCatalog().addTable(table, SystemTestUtil.getUUID());
+
+        // Scan the table once
+        SystemTestUtil.matchTuples(table, tuples);
+        assertEquals(PAGES, table.readCount);
+        table.readCount = 0;
+
+        // Scan the table again: all pages should be cached
+        SystemTestUtil.matchTuples(table, tuples);
+        assertEquals(0, table.readCount);
+    }
+
+    /** Make test compatible with older version of ant. */
+    public static junit.framework.Test suite() {
+        return new junit.framework.JUnit4TestAdapter(ScanTest.class);
+    }
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/SimpleDbTestBase.java b/hw/hw3/starter-code/test/simpledb/systemtest/SimpleDbTestBase.java
new file mode 100644
index 0000000..e2b0e68
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/SimpleDbTestBase.java
@@ -0,0 +1,20 @@
+package simpledb.systemtest;
+
+import org.junit.Before;
+
+import simpledb.Database;
+
+/**
+ * Base class for all SimpleDb test classes. 
+ * @author nizam
+ *
+ */
+public class SimpleDbTestBase {
+	/**
+	 * Reset the database before each test is run.
+	 */
+	@Before	public void setUp() throws Exception {					
+		Database.reset();
+	}
+	
+}
diff --git a/hw/hw3/starter-code/test/simpledb/systemtest/SystemTestUtil.java b/hw/hw3/starter-code/test/simpledb/systemtest/SystemTestUtil.java
new file mode 100644
index 0000000..70b67ef
--- /dev/null
+++ b/hw/hw3/starter-code/test/simpledb/systemtest/SystemTestUtil.java
@@ -0,0 +1,230 @@
+package simpledb.systemtest;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Random;
+import java.util.UUID;
+
+import org.junit.Assert;
+
+import simpledb.*;
+
+public class SystemTestUtil {
+    public static final TupleDesc SINGLE_INT_DESCRIPTOR =
+            new TupleDesc(new Type[]{Type.INT_TYPE});
+
+    private static final int MAX_RAND_VALUE = 1 << 16;
+
+    /** @param columnSpecification Mapping between column index and value. */
+    public static HeapFile createRandomHeapFile(
+            int columns, int rows, Map<Integer, Integer> columnSpecification,
+            ArrayList<ArrayList<Integer>> tuples)
+            throws IOException, DbException, TransactionAbortedException {
+        return createRandomHeapFile(columns, rows, MAX_RAND_VALUE, columnSpecification, tuples);
+    }
+
+    /** @param columnSpecification Mapping between column index and value. */
+    public static HeapFile createRandomHeapFile(
+            int columns, int rows, int maxValue, Map<Integer, Integer> columnSpecification,
+            ArrayList<ArrayList<Integer>> tuples)
+            throws IOException, DbException, TransactionAbortedException {
+        File temp = createRandomHeapFileUnopened(columns, rows, maxValue,
+                columnSpecification, tuples);
+        return Utility.openHeapFile(columns, temp);
+    }
+    
+    public static HeapFile createRandomHeapFile(
+            int columns, int rows, Map<Integer, Integer> columnSpecification,
+            ArrayList<ArrayList<Integer>> tuples, String colPrefix)
+            throws IOException, DbException, TransactionAbortedException {
+        return createRandomHeapFile(columns, rows, MAX_RAND_VALUE, columnSpecification, tuples, colPrefix);
+    }
+    
+    public static HeapFile createRandomHeapFile(
+            int columns, int rows, int maxValue, Map<Integer, Integer> columnSpecification,
+            ArrayList<ArrayList<Integer>> tuples, String colPrefix)
+            throws IOException, DbException, TransactionAbortedException {
+        File temp = createRandomHeapFileUnopened(columns, rows, maxValue,
+                columnSpecification, tuples);
+        return Utility.openHeapFile(columns, colPrefix, temp);
+    }
+
+    public static File createRandomHeapFileUnopened(int columns, int rows,
+            int maxValue, Map<Integer, Integer> columnSpecification,
+            ArrayList<ArrayList<Integer>> tuples) throws IOException {
+        if (tuples != null) {
+            tuples.clear();
+        } else {
+            tuples = new ArrayList<ArrayList<Integer>>(rows);
+        }
+
+        Random r = new Random();
+
+        // Fill the tuples list with generated values
+        for (int i = 0; i < rows; ++i) {
+            ArrayList<Integer> tuple = new ArrayList<Integer>(columns);
+            for (int j = 0; j < columns; ++j) {
+                // Generate random values, or use the column specification
+                Integer columnValue = null;
+                if (columnSpecification != null) columnValue = columnSpecification.get(j);
+                if (columnValue == null) {
+                    columnValue = r.nextInt(maxValue);
+                }
+                tuple.add(columnValue);
+            }
+            tuples.add(tuple);
+        }
+
+        // Convert the tuples list to a heap file and open it
+        File temp = File.createTempFile("table", ".dat");
+        temp.deleteOnExit();
+        HeapFileEncoder.convert(tuples, temp, BufferPool.getPageSize(), columns);
+        return temp;
+    }
+
+    public static ArrayList<Integer> tupleToList(Tuple tuple) {
+        ArrayList<Integer> list = new ArrayList<Integer>();
+        for (int i = 0; i < tuple.getTupleDesc().numFields(); ++i) {
+            int value = ((IntField)tuple.getField(i)).getValue();
+            list.add(value);
+        }
+        return list;
+    }
+
+    public static void matchTuples(DbFile f, List<ArrayList<Integer>> tuples)
+            throws DbException, TransactionAbortedException, IOException {
+        TransactionId tid = new TransactionId();
+        matchTuples(f, tid, tuples);
+        Database.getBufferPool().transactionComplete(tid);
+    }
+
+    public static void matchTuples(DbFile f, TransactionId tid, List<ArrayList<Integer>> tuples)
+            throws DbException, TransactionAbortedException, IOException {
+        SeqScan scan = new SeqScan(tid, f.getId(), "");
+        matchTuples(scan, tuples);
+    }
+
+    public static void matchTuples(DbIterator iterator, List<ArrayList<Integer>> tuples)
+            throws DbException, TransactionAbortedException, IOException {
+        ArrayList<ArrayList<Integer>> copy = new ArrayList<ArrayList<Integer>>(tuples);
+
+        if (Debug.isEnabled()) {
+            Debug.log("Expected tuples:");
+            for (ArrayList<Integer> t : copy) {
+                Debug.log("\t" + Utility.listToString(t));
+            }
+        }
+
+        iterator.open();
+        while (iterator.hasNext()) {
+            Tuple t = iterator.next();
+            ArrayList<Integer> list = tupleToList(t);
+            boolean isExpected = copy.remove(list);
+            Debug.log("scanned tuple: %s (%s)", t, isExpected ? "expected" : "not expected");
+            if (!isExpected) {
+                Assert.fail("expected tuples does not contain: " + t);
+            }
+        }
+        iterator.close();
+
+        if (!copy.isEmpty()) {
+            String msg = "expected to find the following tuples:\n";
+            final int MAX_TUPLES_OUTPUT = 10;
+            int count = 0;
+            for (ArrayList<Integer> t : copy) {
+                if (count == MAX_TUPLES_OUTPUT) {
+                    msg += "[" + (copy.size() - MAX_TUPLES_OUTPUT) + " more tuples]";
+                    break;
+                }
+                msg += "\t" + Utility.listToString(t) + "\n";
+                count += 1;
+            }
+            Assert.fail(msg);
+        }
+    }
+
+    /**
+     * Returns number of bytes of RAM used by JVM after calling System.gc many times.
+     * @return amount of RAM (in bytes) used by JVM
+     */
+    public static long getMemoryFootprint() {
+        // Call System.gc in a loop until it stops freeing memory. This is
+        // still no guarantee that all the memory is freed, since System.gc is
+        // just a "hint".
+        Runtime runtime = Runtime.getRuntime();
+        long memAfter = runtime.totalMemory() - runtime.freeMemory();
+        long memBefore = memAfter + 1;
+        while (memBefore != memAfter) {
+            memBefore = memAfter;
+            System.gc();
+            memAfter = runtime.totalMemory() - runtime.freeMemory();
+        }
+
+        return memAfter;
+    }
+	
+	/**
+	 * Generates a unique string each time it is called.
+	 * @return a new unique UUID as a string, using java.util.UUID
+	 */
+	public static String getUUID() {
+		return UUID.randomUUID().toString();
+	}
+	
+	private static double[] getDiff(double[] sequence) {
+		double ret[] = new double[sequence.length - 1];
+		for (int i = 0; i < sequence.length - 1; ++i)
+			ret[i] = sequence[i + 1] - sequence[i];
+		return ret;
+	}
+	/**
+	 * Checks if the sequence represents a quadratic sequence (approximately)
+	 * ret[0] is true if the sequence is quadratic
+	 * ret[1] is the common difference of the sequence if ret[0] is true.
+	 * @param sequence
+	 * @return ret[0] = true if sequence is qudratic(or sub-quadratic or linear), ret[1] = the coefficient of n^2
+	 */
+	public static Object[] checkQuadratic(double[] sequence) {
+		Object ret[] = checkLinear(getDiff(sequence));
+		ret[1] = (Double)ret[1]/2.0;
+		return ret;
+	}
+	
+	/**
+	 * Checks if the sequence represents an arithmetic sequence (approximately)
+	 * ret[0] is true if the sequence is linear
+	 * ret[1] is the common difference of the sequence if ret[0] is true.
+	 * @param sequence
+	 * @return ret[0] = true if sequence is linear, ret[1] = the common difference
+	 */
+	public static Object[] checkLinear(double[] sequence) {				
+		return checkConstant(getDiff(sequence));
+	}
+	
+	/**
+	 * Checks if the sequence represents approximately a fixed sequence (c,c,c,c,..)
+	 * ret[0] is true if the sequence is linear
+	 * ret[1] is the constant of the sequence if ret[0] is true.
+	 * @param sequence
+	 * @return ret[0] = true if sequence is constant, ret[1] = the constant
+	 */
+	public static Object[] checkConstant(double[] sequence) {
+		Object[] ret = new Object[2];
+		//compute average
+		double sum = .0;
+		for(int i = 0; i < sequence.length; ++i)
+			sum += sequence[i];
+		double av = sum/(sequence.length + .0);
+		//compute standard deviation
+		double sqsum = 0;
+		for(int i = 0; i < sequence.length; ++i)
+			sqsum += (sequence[i] - av)*(sequence[i] - av);
+		double std = Math.sqrt(sqsum/(sequence.length + .0));
+		ret[0] = std < 1.0 ? Boolean.TRUE : Boolean.FALSE;
+		ret[1] = av;
+		return ret;
+	}
+}
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