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-<?xml version="1.0"?>
-<faqs id="FAQ" title="Frequently Asked Technical Questions">
- <part id="General">
-
- <faq id="process-killed">
- <question>What happens when a Carbonado process is killed while in the middle of a transaction?</question>
- <answer>
- <p>
-Carbonado uses shutdown hooks to make sure that all in progress transactions
-are properly rolled back. If you hard-kill a process (kill -9), then the
-shutdown won't get run. This can cause a problem when using BDB, and
-db_recover must be run to prevent future data corruption. BDB-JE is not
-affected, however, as it automatically runs recovery upon restart.
- </p>
- </answer>
- </faq>
-
- <faq id="replicated-bootstrap">
- <question> How do I bootstrap a replicated repository?</question>
- <answer>
-<p>
-By running a resync operation programmatically. The ReplicatedRepository has a
-ResyncCapability which has a single method named "resync". It accepts a
-Storable class type, a throttle parameter, and an optional filter. Consult the
-<a href="http://carbonado.sourceforge.net/apidocs/com/amazon/carbonado/capability/ResyncCapability.html">Javadocs</a> for more info.
-</p>
-<p>
-In your application you might find it convenient to add an administrative
-command to invoke the resync operation. This makes it easy to repair any
-inconsistencies that might arise over time.
-</p>
- </answer>
- </faq>
-
- <faq id="deadlock">
- <question> I sometimes see lock timeout errors and deadlocks, what is going on?</question>
- <answer>
-<p>
-A lock timeout may be caused by an operation that for whatever reason took too
-long, or it may also indicate a deadlock. By default, Carbonado uses a lock
-timeout of 0.5 seconds for BDB based repositories. It can be changed by calling
-setLockTimeout on the repository builder.
-</p>
-<p>
-Deadlocks may be caused by:
-</p>
-<p>
-<ol>
-<li>Application lock acquisition order</li>
-<li>BDB page split</li>
-<li>Index update</li>
-</ol>
-</p>
-<p>
-In the first case, applications usually cause deadlock situations by updating a
-record within the same transaction that previously read it. This causes the
-read lock to be upgraded to a write lock, which is inherently deadlock
-prone. To prevent this problem, switch the transaction to update mode. This
-causes all acquired read locks to be upgradable, usually by acquiring a write
-lock from the start.
-</p>
-<p>
-Another cause of this deadlock is when you iterate over a cursor, updating
-entries as you go. To resolve this, either copy the cursor entries to a list
-first, or operate within a transaction which is in update mode.
-</p>
-<p>
-The second case, BDB page split, is a problem in the regular BDB product.
-It is not a problem with BDB-JE. When inserting records into a BDB,
-it may need to rebalance the b-tree structure. It does this by splitting a leaf
-node and updating the parent node. To update the parent node, a write lock must
-be acquired but another thread might have a read lock on it while trying to
-lock the leaf node being split.
-</p>
-<p>
-There is no good solution to the BDB page split deadlock. Instead, your
-application must be coded to catch deadlocks are retry transactions. They are
-more common when filling up a new BDB.
-</p>
-<p>
-The third case, index updates, is caused by updating a record while another
-thread is using the index for finding the record. Carbonado's indexing strategy
-can be coded to defer index updates when this happens, but it currently does
-not. In the meantime, there is no general solution.
-</p>
-<p>
-Lock timeouts (or locks not granted) may be caused by:
-</p>
-<p>
-<ol>
-<li>Failing to exit all transactions</li>
-<li>Open cursors with REPEATABLE_READ isolation</li>
-<li>Heavy concurrency</li>
-</ol>
-</p>
-<p>
-If any transactions are left open, then any locks it acquired don't get
-released. Over time the database lock table fills up. When using BDB, the
-"db_stat -c" command can show information on the lock table. Running
-"db_recover" can clear any stuck locks. To avoid this problem, always run
-transactions within a try-finally statement and exit the transaction in the
-finally section.
-</p>
-<p>
-By default, BDB transactions have REPEATABLE_READ isolation level. This means
-that all locks acquired when iterating cursors within the transaction are not
-released until the transaction exits. This can cause the lock table to fill
-up. To work around this, enter the transaction with an explicit isolation level
-of READ_COMMITTED which releases read locks sooner.
-</p>
-<p>
-Applications that have a high number of active threads can cause general lock
-contention. BDB-JE uses row-level locks, and so lock timeouts caused by
-contention are infrequent. The regular BDB product uses page-level locks, thus
-increasing the likelyhood of lock contention.
-</p>
- </answer>
- </faq>
-
- <faq id="subselect">
- <question>How do I perform a subselect?</question>
- <answer>
-<p>
-Carbonado query filters do not support subselects, athough it can be
-emulated. Suppose the query you wish to execute looks something like this in
-SQL:
-</p>
-<p><pre>
-select * from foo where foo.name in (select name from bar where ...)
-</pre></p>
-<p>
-This can be emulated by querying bar, and for each result, fetching foo.
-</p>
-<p><pre>
-// Note that the query is ordered by name.
-Cursor&lt;Bar&gt; barCursor = barStorage.query(...).orderBy("name").fetch();
-String lastNameSeen = null;
-while (barCursor.hasNext()) {
- Bar bar = barCursor.next();
- if (lastNameSeen != null &amp;&amp; lastNameSeen.equals(bar.getName()) {
- continue;
- }
- lastNameSeen = bar.getName();
- Foo foo = fooStorage.query("name = ?").with(lastNameSeen).tryLoadOne();
- if (foo != null) {
- // Got a result, do something with it.
- ...
- }
-}
-</pre></p>
-<p>
-For best performance, you might want to make sure that Foo has an index on its name property.
-</p>
-<p>
-You may track the feature request <a href="http://sourceforge.net/tracker/index.php?func=detail&amp;aid=1578197&amp;group_id=171277&amp;atid=857357">here</a>.
-</p>
- </answer>
- </faq>
-
- <faq id="table-generation">
- <question>Does Carbonado support generating SQL tables from Storables?</question>
- <answer>
-<p>
-No, it does not. Carbonado instead requires that your Storable definition
-matches a table, if using the JDBC repository. When using a repository that has
-no concept of tables, like the BDB repositories, the Storable is the canonical
-definition. In that case, changes to the Storable effectively change the
-"table". In addition, properties can be added and removed, and older records
-can still be read.
-</p>
-<p>
-Although it is technically feasible for Carbonado to support generating SQL
-tables, Storable definitions are not expressive enough to cover all the
-features that can go into a table. For example, you cannot currently define a
-foreign key constraint in Carbonado.
-</p>
- </answer>
- </faq>
-
- <faq id="isnull">
- <question>How do I query for "IS NULL"?</question>
- <answer>
-<p>
-Carbonado treats nulls as ordinary values wherever possible, so nothing special
-needs to be done. That is, just search for null like any other value. The query
-call might look like:
-</p>
-<p><pre>
-Query&lt;MyType&gt; query = storage.query("value = ?").with(null);
-Cursor&lt;MyType&gt; = query.fetch();
-...
-</pre></p>
-<p>
-When using the JDBC repository, the generated SQL will contain the "IS NULL"
-phrase in the WHERE clause.
-</p>
- </answer>
- </faq>
-
- <faq id="sql-debugging">
- <question>How do I see generated SQL?</question>
- <answer>
- <p>
-To see the SQL statements generated by the JDBC repository, you can install a
-JDBC DataSource that logs all activity. Provided in the JDBC repository package
-is the LoggingDataSource class, which does this. As a convenience, it can be
-installed simply by calling setDataSourceLogging(true) on the
-JDBCRepositoryBuilder.
-</p>
-<p>
-Alternatively, you can call Query.printNative(), which by default prints the
-native query to standard out. When using the JDBC repository, this will print
-the SQL statement.
- </p>
- </answer>
- </faq>
-
- <faq id="mysql-increment">
- <question>How do I use MySQL auto-increment columns?</question>
- <answer>
- <p>
-Carbonado version 1.1 has thin support for MySQL. Version 1.2 (in the 1.2-dev branch)
-supports an @Automatic annotation for supporting MySQL auto-increment columns.
- </p>
- </answer>
- </faq>
-
- <faq id="unique">
- <question>Can I do the equivalent of a "unique" constraint?</question>
- <answer>
- <p>
-The @AlternateKeys annotation is provided specifically for this purpose. Both
-@PrimaryKey and @AlternateKeys define unique indexes. The only real difference
-is that there can be only one primary, but many alternate keys are allowed.
- </p>
- </answer>
- </faq>
-
- <faq id="caching">
- <question>What kind of caching does Carbonado provide?</question>
- <answer>
- <p>
-Carbonado does not require repository implementations to perform any
-caching. If you're using just the JDBC repository, there's no cache. A general
-purpose caching repository was in development, but it was shelved because there
-was no immediate need for it. The replicated repository however, can be
-considered to be a complete cache.
-</p>
-<p>
-The only built in caching is for join properties on Storable instances. It just
-lazily sets the join result to an internal field of the Storable instance. The
-join property value is not shared with other Storable instances.
- </p>
- </answer>
- </faq>
-
- <faq id="join-cache">
- <question>How does one manually flush the Carbonado join cache?</question>
- <answer>
-
- <p>
-The Carbonado join cache is a lazy-read cache, local to a Storable instance. It
-is not a global write-through cache, and so no flushing is necessary.
-</p>
-<p>
-The first time a join property has been accessed, a reference is saved in the
-master Storable instance. This optimization makes the most sense when filtering
-based on a join property. The query loads the join property, and you'll likely
-want it too. This avoids a double load.
- </p>
-
- </answer>
- </faq>
-
- <faq id="evolution">
- <question>How can schemas evolve?</question>
- <answer>
- <p>
-Independent repositories like BDB support automatic schema evolution. You may
-freely add or remove non-primary key properties and still load older
-storables. Changes to primary key properties is not supported, since they
-define a clustered index. Also, property data types cannot be changed except if
-a boxed property is changed to a non-boxed primitive and vice versa.
-</p>
-<p>
-Every storable persisted by Carbonado in BDB starts with a layout version,
-which defines the set of properties encoded. Carbonado separately persists the
-mapping from layout version to property set, such that when it decodes a
-storable it knows what properties to expect.
-</p>
-<p>
-When adding or removing properties, existing persisted storables are not
-immediately modified. If you remove a property and add it back, you can recover
-the property value still encoded in the existing storables. Property values are
-not fully removed from an existing storable instance until it is explicitly
-updated. At this time, the layout version used is the current one, and the
-removed property values are lost.
-</p>
-<p>
-When loading a storable which does not have a newly added property, the
-property value is either null, 0, or false, depending on the data type. You can
-call the isPropertyUninitialized method on the storable to determine if this
-default property value is real or not.
-</p>
-<p>
-In order to change a property type to something that cannot be automatically
-converted, the change must be performed in phases. First, define a new
-property, with a different name. Then load all the existing storables and
-update them, setting the new property value. Next, remove the old property. To
-potentially free up storage you can update all the storables again. If you wish
-the newly added property to retain the original name, follow these steps again
-in a similar fashion to change it.
-</p>
- </answer>
- </faq>
-
- <faq id="iterate-all">
- <question>How do I iterate over all storable types in a repository?</question>
- <answer>
- <p>
-Given a repository and an appropriately set classpath, can we iterate through
-all the various storables held in the repository without actually knowing what
-the repository might hold in advance?
-</p>
-<p>
-Repositories that implement StorableInfoCapability provide this
-functionality. The reason it's a capability is that some repos (JDBC) don't have
-a registry of storables. BDB based ones do, and so this capability works for that.
-</p>
- </answer>
- </faq>
-
- <faq id="index-integrity">
- <question>Are explicit transactions required to ensure index integrity?</question>
- <answer>
- <p>
-The short answer is no -- index integrity is ensured automatically. More details follow:
-</p>
-<p>
-When using the JDBC repository, it is up to the database vendor to ensure that
-insert/update/delete operations include index updates within an implicit
-auto-commit transaction. All the major database vendors do this properly
-already, so nothing special needs to be done here.
-</p>
-<p>
-When using a BDB backed repository, it is up to Carbonado to ensure implicit
-transactions are used. Carbonado sets up BDB to be in transaction mode, and
-there's no Carbonado level config to disable this. So you're always using BDB
-with transactions, and that is good. When you do a lone Carbonado
-insert/update/delete operation, it will pass null to BDB for the transaction
-object, which implies auto-commit. BDB will automatically enter a tiny
-transaction to protect that little change.
-</p>
-<p>
-If the Storable you're updating has any indexes on it, a Carbonado trigger is
-installed that updates the affected indexes when you do an
-insert/update/delete. The presence of the trigger changes how the
-auto-generated Storable behaves. The insert/update/delete operation enters a
-transaction automatically, and it doesn't commit until all triggers have
-run. Index updates are therefore guarded by transactions, even if you don't
-explicitly specify one. In addition, all changes made by your own triggers are
-always guarded by a transaction.
-</p>
- </answer>
- </faq>
-
- <faq id="delete-from-cursor">
- <question> How do I delete Storables returned by a Cursor without deadlocks?</question>
- <answer>
- <p>
-The cursor iteration and delete operations must be enclosed in the same
-transaction. Auto-commit delete while iterating over a cursor fails for some
-databases, BDB and BDB-JE in particular. Although BDB supports a delete
-operation on the cursor itself, the transaction requirement remains.
-</p>
-<p>
-A workaround exists when using BDB-JE, which works only due to its use of
-record-level locks. Calling Cursor.hasNext() forces the cursor to move past the
-current record, releasing the lock on the record to be deleted. BDB native uses
-page locks, so this trick will only work in the occasional case that the next
-record is on another page.
-</p>
-<p>
-The BDB-JE cursor implementation could be changed to automatically move to the
-next record, but this reduces portability. Also, the cursor should not move
-past the current record automatically if in a transaction. It would allow
-another thread to sneak in and modify the record. An isolation level of
-repeatable read would be required to keep the lock.
-</p>
- </answer>
- </faq>
-
- </part>
-</faqs>