This repo contains a bare-bones database implementation, which supports executing simple transactions in series. In the homeworks of this class, you will be adding to this implementation, adding support for B+ tree indices, efficient join algorithms, query optimization, multigranularity locking to support concurrent execution of transactions, and database recovery.
As you will be working with this codebase for the rest of the semester, it is a good idea to get familiar with it.
In this document, we explain
- how to fetch the released code from GitHub
- how to fetch any updates to the released code
- how to setup a local development environment
- how to run tests inside the CS186 docker container and using IntelliJ
- how to submit your code to turn in homeworks
- how to reset your docker container
- the general architecture of the released code
The first time you work on this codebase, run the following command (this is the same command given in HW0; you do not need to run this again if you are working through HW0):
docker run --name cs186 -v "/path/to/cs186/directory/on/your/machine:/cs186" -it cs186/environment /bin/bashThis should start a bash shell (type exit to exit). You should only need to run this
one time in this class.
To start the container, run:
docker start -ai cs186After some notifications, you should get a prompt like this:
ubuntu@1891ee9ee645:/$
This indicates that you are inside the container; to exit the container, type
exit or ctrl+D at the bash prompt.
While inside the container, navigate to the shared directory:
cd /cs186Clone this repo:
git clone https://github.com/berkeley-cs186/sp20-moocbase.gitIf you get an error like
Could not resolve host: github.com, try restarting your docker machine (exit the
container and run docker-machine restart) or restarting your computer.
Now, navigate into the newly created directory:
cd sp20-moocbaseTo test that everything is working correctly, run:
mvn clean test -P systemThere should not be any failures.
In a perfect world, we would never have to update the released code, because it would be perfectly free of bugs. Unfortunately, bugs do surface from time to time, and you may have to fetch updates. We will post on Piazza whenever fetching updates is necessary. The following instructions explain how to do so.
Inside the container, navigate to the cloned repo:
cd /cs186/sp20-moocbaseCommit any changes you have made so far:
git add --all .
git commit -m "commit message"If you get the following error:
*** Please tell me who you are.
Run
git config --global user.email "[email protected]"
git config --global user.name "Your Name"
to set your account's default identity.
Omit --global to set the identity only in this repository.
fatal: empty ident name (for <ubuntu@7623beeffa12.(none)>) not allowed
then run the two suggested commands and try again.
Pull the changes:
git pull --rebaseIf there are any conflicts, resolve them and run git rebase --continue. If you
need help resolving merge conflicts, please come to office hours.
You are free to use any text editor or IDE to complete the homeworks, but we will build and test your code in the docker container with maven.
We recommend setting up a more local development environment by installing Java 8 locally (the version our Docker container runs) and using an IDE such as IntelliJ.
If you have another version of Java installed, it's probably fine to use it, as long as you do not use any features not in Java 8. You should run tests somewhat frequently inside the container to make sure that your code works with our setup.
To import the project into IntelliJ, make sure that you import as a maven project (select the pom.xml file when importing). Make sure that you can compile your code and run tests (it's ok if there are a lot of failed tests - you haven't begun implementing anything yet!). You should also make sure that you can run the debugger and step through code.
The code in this repository comes with a set of tests that can be run. These test cases are not comprehensive, and we suggest writing your own to ensure that your code is correct.
To run all the tests for a particular homework, start the container, navigate
to the cloned repo (cd /cs186/sp20-moocbase), and run the following command:
mvn clean test -DHW=nbut replace n with one of: 0, 2, 3Part1, 3Part2, 4Part1, 4Part2, 5.
Before submitting any homeworks, be sure to run tests inside your container. We will not be accepting "the test ran successfully in my IDE" as an excuse -- you are responsible for making sure the tests run successfully in the docker container.
A (very) common problem that students in past semester ran into when they did not run tests in Docker before submitting was encountering an error similar to the following after submitting:
[INFO] -----------------------------------------------------------
[ERROR] COMPILATION ERROR
[INFO] -----------------------------------------------------------
[ERROR] /cs186/sp20-moocbase/src/main/java/edu/berkeley/cs186/database/index/BPlusTr
ee.java:[3, 45] package com.sun.internal.rngom.parse.host does not exist
[INFO] 1 error
[INFO] -----------------------------------------------------------
[INFO] -----------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] -----------------------------------------------------------------------
When your IDE lists autocomplete options, there are sometimes classes/enums/etc. from non-standard libraries. If you select one by accident, your IDE may automatically add the import for it, which stays even after you delete the incorrectly autocompleted word.
As the import is (probably) unused, just go to the specified file and line and delete the import.
We will be running tests with the same Docker image as you, so running tests in Docker before submitting lets you check that everything will work as intended when we run tests to grade your submission.
If you are using IntelliJ, and wish to run the same tests that
mvn clean test -DHW=n runs, follow the instructions in the following document:
To submit a homework, start your container, navigate to the cloned repo, and run:
python3 turn_in.pyThis will generate a zip file. Upload the zip file to the Homework Submission assignment on edX.
Note that you are only allowed to modify certain files for each homework, and changes to other files you are not allowed to modify will be discarded when we run tests.
If things are not working in the Docker container, a first step for
troubleshooting is to start a container from the image again. This will discard
any changes made in the container's filesystem, but will not discard changes
made inside a mounted folder (i.e. /cs186).
Outside of Docker, first delete the container:
docker container rm cs186Then, create it again (this is the command you ran back in HW0):
docker run --name cs186 -v "<pathname-to-directory-on-your-machine>:/cs186" -it cs186/environment /bin/bashThe code is located in the src/main/java/edu/berkeley/cs186/database
directory, while the tests are located in the
src/test/java/edu/berkeley/cs186/database directory.
The common directory contains bits of useful code and general interfaces that
are not limited to any one part of the codebase.
The concurrency directory contains a skeleton for adding multigranularity
locking to the database. You will be implementing this in HW4.
Our database has, like most DBMS's, a type system distinct from that of the programming language used to implement the DBMS. (Our DBMS doesn't quite provide SQL types either, but it's modeled on a simplified version of SQL types).
The databox directory contains classes which represents values stored in
a database, as well as their types. The various DataBox classes represent
values of certain types, whereas the Type class represents types used in the
database.
An example:
DataBox x = new IntDataBox(42); // The integer value '42'.
Type t = Type.intType(); // The type 'int'.
Type xsType = x.type(); // Get x's type, which is Type.intType().
int y = x.getInt(); // Get x's value: 42.
String s = x.getString(); // An exception is thrown, since x is not a string.The index directory contains a skeleton for implementing B+ tree indices. You
will be implementing this in HW2.
The memory directory contains classes for managing the loading of data
into and out of memory (in other words, buffer management).
The BufferFrame class represents a single buffer frame (page in the buffer
pool) and supports pinning/unpinning and reading/writing to the buffer frame.
All reads and writes require the frame be pinned (which is often done via the
requireValidFrame method, which reloads data from disk if necessary, and then
returns a pinned frame for the page).
The BufferManager interface is the public interface for the buffer manager of
our DBMS.
The BufferManagerImpl class implements a buffer manager using
a write-back buffer cache with configurable eviction policy. It is responsible
for fetching pages (via the disk space manager) into buffer frames, and returns
Page objects to allow for manipulation of data in memory.
The Page class represents a single page. When data in the page is accessed or
modified, it delegates reads/writes to the underlying buffer frame containing
the page.
The EvictionPolicy interface defines a few methods that determine how the
buffer manager evicts pages from memory when necessary. Implementations of these
include the LRUEvictionPolicy (for LRU) and ClockEvictionPolicy (for clock).
The io directory contains classes for managing data on-disk (in other words,
disk space management).
The DiskSpaceManager interface is the public interface for the disk space
manager of our DBMS.
The DiskSpaceMangerImpl class is the implementation of the disk space
manager, which maps groups of pages (partitions) to OS-level files, assigns
each page a virtual page number, and loads/writes these pages from/to disk.
The query directory contains classes for managing and manipulating queries.
The various operator classes are query operators (pieces of a query), some of which you will be implementing in HW3.
The QueryPlan class represents a plan for executing a query (which we will be
covering in more detail later in the semester). It currently executes the query
as given (runs things in logical order, and performs joins in the order given),
but you will be implementing
a query optimizer in HW3 to run the query in a more efficient manner.
The recovery directory contains a skeleton for implementing database recovery
a la ARIES. You will be implementing this in HW5.
The table directory contains classes representing entire tables and records.
The Table class is, as the name suggests, a table in our database. See the
comments at the top of this class for information on how table data is layed out
on pages.
The Schema class represents the schema of a table (a list of column names
and their types).
The Record class represents a record of a table (a single row). Records are
made up of multiple DataBoxes (one for each column of the table it belongs to).
The RecordId class identifies a single record in a table.
The HeapFile interface is the interface for a heap file that the Table class
uses to find pages to write data to.
The PageDirectory class is an implementation of HeapFile that uses a page
directory.
The table/stats directory contains classes for keeping track of statistics of
a table. These are used to compare the costs of different query plans, when you
implement query optimization in HW4.
The Transaction interface is the public interface of a transaction - it
contains methods that users of the database use to query and manipulate data.
This interface is partially implemented by the AbstractTransaction abstract
class, and fully implemented in the Database.Transaction inner class.
The TransactionContext interface is the internal interface of a transaction -
it contains methods tied to the current transaction that internal methods
(such as a table record fetch) may utilize.
The current running transaction's transaction context is set at the beginning
of a Database.Transaction call (and available through the static
getCurrentTransaction method) and unset at the end of the call.
This interface is partially implemented by the AbstractTransactionContext abstract
class, and fully implemented in the Database.TransactionContext inner class.
The Database class represents the entire database. It is the public interface
of our database - we do not parse SQL statements in our database, and instead,
users of our database use it like a Java library.
All work is done in transactions, so to use the database, a user would start
a transaction with Database#beginTransaction, then call some of
Transaction's numerous methods to perform selects, inserts, and updates.
For example:
Database db = new Database("database-dir");
try (Transaction t1 = db.beginTransaction()) {
Schema s = new Schema(
Arrays.asList("id", "firstName", "lastName"),
Arrays.asList(Type.intType(), Type.stringType(10), Type.stringType(10))
);
t1.createTable(s, "table1");
t1.insert("table1", Arrays.asList(
new IntDataBox(1),
new StringDataBox("John", 10),
new StringDataBox("Doe", 10)
));
t1.insert("table1", Arrays.asList(
new IntDataBox(2),
new StringDataBox("Jane", 10),
new StringDataBox("Doe", 10)
));
t1.commit();
}
try (Transaction t2 = db.beginTransaction()) {
// .query("table1") is how you run "SELECT * FROM table1"
Iterator<Record> iter = t2.query("table1").execute();
System.out.println(iter.next()); // prints [1, John, Doe]
System.out.println(iter.next()); // prints [2, Jane, Doe]
t2.commit();
}
db.close();More complex queries can be found in
src/test/java/edu/berkeley/cs186/database/TestDatabase.java.