public JournaledMemTable(string baseFileName, int version)
{
_baseFileName = baseFileName;
_version = version;
_memTable = new MemTable();
// If the journal exists from a previous run, then load its data into the memtable
string journalFile = Config.JournalFile(baseFileName, version);
if (File.Exists(journalFile))
{
var journalReader = new JournalReader(baseFileName, version);
try {
foreach (var pair in journalReader.Enumerate())
{
_memTable.Add(pair.Key, pair.Value);
}
} finally {
journalReader.Close();
}
_journal = new JournalWriter(baseFileName, version, true);
}
else
{
_journal = new JournalWriter(baseFileName, version, false);
}
}
public void Close()
{
if (_journal != null)
{
_journal.Close();
}
_journal = null;
_memTable = null;
}
public void LevelMergeDuplicateValuesTest()
{
string path = Path.GetFullPath("TestData\\LevelMergeDuplicateValuesTest");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
foreach (string file in Directory.GetFiles(path)) {
File.Delete(file);
}
int num_tables_to_merge = 4;
int items_per_table = 2500;
int totalData = 0;
for (int i = 0; i < num_tables_to_merge; i++) {
var mt = new MemTable();
for (int j = 0; j < items_per_table; j++) {
int numToStore = j % 100;
var key = new Key(new ByteArray(BitConverter.GetBytes(numToStore)));
var value = new Value(BitConverter.GetBytes(j));
mt.Add(key, value);
}
mt.WriteToSortedBlockTable("TestData\\LevelMergeDuplicateValuesTest", 0, i);
totalData += mt.Size;
}
var cache = new RazorCache();
var timer = new Stopwatch();
timer.Start();
Manifest mf = new Manifest("TestData\\LevelMergeDuplicateValuesTest");
SortedBlockTable.MergeTables(cache, mf, 1, new List<PageRef>{
new PageRef { Level = 0, Version = 0},
new PageRef { Level = 0, Version = 1},
new PageRef { Level = 0, Version = 2},
new PageRef { Level = 0, Version = 3}
}, ExceptionHandling.ThrowAll, null);
timer.Stop();
// Open the block table and scan it to check the stored values
var sbt = new SortedBlockTable(cache, mf.BaseFileName, 1, 1);
try {
var pairs = sbt.Enumerate().ToList();
Assert.AreEqual(100, pairs.Count());
Assert.AreEqual(2400, BitConverter.ToInt32(pairs.First().Value.ValueBytes, 0));
} finally {
sbt.Close();
}
Console.WriteLine("Wrote a multilevel merge with duplicates at a throughput of {0} MB/s", (double)totalData / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
}
public void EnumerateFromKeys()
{
string path = Path.GetFullPath("TestData\\EnumerateFromKeys");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
List<KeyValuePair<Key, Value>> items = new List<KeyValuePair<Key, Value>>();
int num_items = 10000;
var mt = new MemTable();
for (int i = 0; i < num_items; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
items.Add(new KeyValuePair<Key, Value>(k0, v0));
}
mt.WriteToSortedBlockTable("TestData\\EnumerateFromKeys", 10, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\EnumerateFromKeys", 10, 10);
try {
var indexCache = new RazorCache();
var timer = new Stopwatch();
timer.Start();
Assert.AreEqual(10000, sbt.EnumerateFromKey(indexCache, new Key(new byte[] { 0 }, 0)).Count());
timer.Stop();
Console.WriteLine("Counted from beginning at a throughput of {0} MB/s", (double)mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
items = items.OrderBy((a) => a.Key).ToList();
timer.Reset();
timer.Start();
Assert.AreEqual(5000, sbt.EnumerateFromKey(indexCache, items[5000].Key).Count());
timer.Stop();
Console.WriteLine("Counted from halfway at a throughput of {0} MB/s", (double)mt.Size / 2 / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
Assert.AreEqual(0, sbt.EnumerateFromKey(indexCache, new Key(new byte[] { 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF }, 0xFF)).Count());
} finally {
sbt.Close();
}
}
public void DumpPrefixedSBT()
{
string path = Path.GetFullPath("TestData\\DumpPrefixedSBT");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
var mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
}
mt.WriteToSortedBlockTable("TestData\\DumpPrefixedSBT", 0, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\DumpPrefixedSBT", 0, 10);
foreach (var pair in sbt.EnumerateRaw()) {
Console.WriteLine("Key: {0} Value: {1}", pair.Key.ToString(), pair.Value.ToString());
}
}
public JournaledMemTable(string baseFileName, int version)
{
_baseFileName = baseFileName;
_version = version;
_memTable = new MemTable();
// If the journal exists from a previous run, then load its data into the memtable
string journalFile = Config.JournalFile(baseFileName, version);
if (File.Exists(journalFile)) {
var journalReader = new JournalReader(baseFileName, version);
try {
foreach (var pair in journalReader.Enumerate()) {
_memTable.Add(pair.Key, pair.Value);
}
} finally {
journalReader.Close();
}
_journal = new JournalWriter(baseFileName, version, true);
} else {
_journal = new JournalWriter(baseFileName, version, false);
}
}
public void AddAndLookupItems()
{
MemTable mt = new MemTable();
List<KeyValuePair<Key, Value>> values = new List<KeyValuePair<Key, Value>>();
for (int i = 0; i < 10000; i++) {
var randomKey = Key.Random(40);
var randomValue = Value.Random(256);
values.Add(new KeyValuePair<Key, Value>(randomKey, randomValue));
mt.Add(randomKey, randomValue);
}
Value value;
foreach (var pair in values) {
Assert.IsTrue(mt.Lookup(pair.Key, out value));
Assert.AreEqual(pair.Value, value);
}
Assert.IsFalse(mt.Lookup(Key.Random(40), out value));
Assert.AreEqual(10000 * (40 + 256), mt.Size);
Assert.IsTrue(mt.Full);
}
public void SetItemsMultipleTimes()
{
MemTable mt = new MemTable();
Dictionary<Key, Value> values = new Dictionary<Key, Value>();
for (int i = 0; i < 10000; i++) {
var randomKey = new Key(new ByteArray(BitConverter.GetBytes(i % 10)));
var randomValue = Value.Random(256);
values[randomKey] = randomValue;
mt.Add(randomKey, randomValue);
}
Value value;
foreach (var pair in values) {
Assert.IsTrue(mt.Lookup(pair.Key, out value));
Assert.AreEqual(pair.Value, value);
}
Assert.IsFalse(mt.Lookup(Key.Random(4), out value));
Assert.AreEqual(10, mt.Enumerate().Count());
Assert.AreEqual(10, values.Count);
}
public void LevelMergeOutputTest()
{
string path = Path.GetFullPath("TestData\\LevelMergeOutputTest");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
int num_tables_to_merge = 4;
int items_per_table = 2500;
int totalData = 0;
for (int i = 0; i < num_tables_to_merge; i++) {
var mt = new MemTable();
for (int j = 0; j < items_per_table; j++) {
var randKey = Key.Random(40);
var randVal = Value.Random(512);
mt.Add(randKey, randVal);
}
mt.WriteToSortedBlockTable("TestData\\LevelMergeOutputTest", 0, i);
totalData += mt.Size;
}
var cache = new RazorCache();
var timer = new Stopwatch();
timer.Start();
Manifest mf = new Manifest("TestData\\LevelMergeOutputTest");
SortedBlockTable.MergeTables(cache, mf, 1, new List<PageRef>{
new PageRef { Level = 0, Version = 0},
new PageRef { Level = 0, Version = 1},
new PageRef { Level = 0, Version = 2},
new PageRef { Level = 0, Version = 3}
}, ExceptionHandling.ThrowAll, null);
timer.Stop();
Console.WriteLine("Wrote a multilevel merge at a throughput of {0} MB/s", (double)totalData / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
}
public void TestFileOpenSpeed()
{
string path = Path.GetFullPath("TestData\\TestFileOpenSpeed");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
var mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
}
mt.WriteToSortedBlockTable("TestData\\TestFileOpenSpeed", 0, 10);
var openTables = new List<SortedBlockTable>();
var cache = new RazorCache();
var timer = new Stopwatch();
timer.Start();
for (int j = 0; j < 10000; j++) {
var sbt = new SortedBlockTable(cache, "TestData\\TestFileOpenSpeed", 0, 10);
openTables.Add(sbt);
}
timer.Stop();
Console.WriteLine("Open block table {0} ms", timer.Elapsed.TotalMilliseconds / 10000);
timer.Reset();
timer.Start();
for (int k = 0; k < 10000; k++) {
openTables[k].Close();
}
timer.Stop();
Console.WriteLine("Close block table {0} ms", timer.Elapsed.TotalMilliseconds / 10000);
}
public void WriteAndDumpSBT()
{
string path = Path.GetFullPath("TestData\\DumpPrefixedSBT");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
var mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
}
mt.WriteToSortedBlockTable("TestData\\DumpPrefixedSBT", 0, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\DumpPrefixedSBT", 0, 10);
sbt.DumpContents((msg) => Console.WriteLine(msg));
}
public void ReadKeys()
{
string path = Path.GetFullPath("TestData\\ReadKeys");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
var mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
}
mt.WriteToSortedBlockTable("TestData\\ReadKeys", 0, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\ReadKeys", 0, 10);
var timer = new Stopwatch();
timer.Start();
Assert.AreEqual(10000, sbt.Enumerate().Count());
timer.Stop();
Console.WriteLine("Counted sorted table at a throughput of {0} MB/s", (double)mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
// Confirm that the items are sorted.
Key lastKey = Key.Empty;
timer.Reset();
timer.Start();
foreach (var pair in sbt.Enumerate()) {
Assert.IsTrue(lastKey.CompareTo(pair.Key) < 0);
lastKey = pair.Key;
}
timer.Stop();
Console.WriteLine("Read & verify sorted table at a throughput of {0} MB/s", (double)mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
sbt.Close();
}
public void RandomizedThreadedLookups()
{
string path = Path.GetFullPath("TestData\\RandomizedThreadedLookups");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
List<KeyValuePair<Key, Value>> items = new List<KeyValuePair<Key, Value>>();
int num_items = 10000;
var mt = new MemTable();
for (int i = 0; i < num_items; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
items.Add(new KeyValuePair<Key, Value>(k0, v0));
}
mt.WriteToSortedBlockTable("TestData\\RandomizedThreadedLookups", 10, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\RandomizedThreadedLookups", 10, 10);
var indexCache = new RazorCache();
List<Thread> threads = new List<Thread>();
for (int t = 0; t < 10; t++) {
threads.Add(new Thread((num) => {
for (int k = 0; k < num_items / 10; k++) {
var pair = items[k * (int)num];
Value value;
Assert.IsTrue(SortedBlockTable.Lookup("TestData\\RandomizedThreadedLookups", 10, 10, indexCache, pair.Key, out value, ExceptionHandling.ThrowAll, null));
Assert.AreEqual(pair.Value, value);
}
}));
}
var timer = new Stopwatch();
timer.Start();
int threadNum = 0;
threads.ForEach((t) => t.Start(threadNum++));
threads.ForEach((t) => t.Join());
timer.Stop();
Console.WriteLine("Randomized (threaded) read sbt table at a throughput of {0} MB/s (avg {1} ms per lookup)", (double)mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0), (double)timer.Elapsed.TotalSeconds / (double)num_items);
sbt.Close();
}
public void RandomizedLookups()
{
string path = Path.GetFullPath("TestData\\RandomizedKeys");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
List<KeyValuePair<Key, Value>> items = new List<KeyValuePair<Key, Value>>();
int num_items = 10000;
var mt = new MemTable();
for (int i = 0; i < num_items; i++) {
var k0 = Key.Random(40);
var v0 = Value.Random(200);
mt.Add(k0, v0);
items.Add(new KeyValuePair<Key, Value>(k0, v0));
}
mt.WriteToSortedBlockTable("TestData\\RandomizedKeys", 10, 10);
var cache = new RazorCache();
var sbt = new SortedBlockTable(cache, "TestData\\RandomizedKeys", 10, 10);
var indexCache = new RazorCache();
var timer = new Stopwatch();
timer.Start();
foreach (var pair in items) {
Value value;
Assert.IsTrue(SortedBlockTable.Lookup("TestData\\RandomizedKeys", 10, 10, indexCache, pair.Key, out value, ExceptionHandling.ThrowAll, null));
Assert.AreEqual(pair.Value, value);
}
timer.Stop();
Value randomValue;
Assert.IsFalse(SortedBlockTable.Lookup("TestData\\RandomizedKeys", 10, 10, indexCache, Key.Random(40), out randomValue, ExceptionHandling.ThrowAll, null));
Console.WriteLine("Randomized read sbt table at a throughput of {0} MB/s (avg {1} ms per lookup)", (double)mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0), (double)timer.Elapsed.TotalSeconds / (double)num_items);
sbt.Close();
}
public void SnapshotEnumerator()
{
// This test is designed to highlight inefficiencies in the memtable snapshotting mechanism (fixed now with snapshot-able tree)
MemTable mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var randomKey = new Key(new ByteArray(BitConverter.GetBytes(i)));
var randomValue = Value.Random(256);
mt.Add(randomKey, randomValue);
}
Stopwatch timer = new Stopwatch();
timer.Start();
for (int k = 0; k < 100; k++) {
Assert.AreEqual(10000, mt.GetEnumerableSnapshot().Count());
}
timer.Stop();
Console.WriteLine("Elapsed Time: {0}ms", timer.ElapsedMilliseconds);
}
public void LevelMergeReadTest()
{
string path = Path.GetFullPath("TestData\\LevelMergeReadTest");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
int num_tables_to_merge = 4;
int items_per_table = 2500;
int totalData = 0;
for (int i = 0; i < num_tables_to_merge; i++) {
var mt = new MemTable();
for (int j = 0; j < items_per_table; j++) {
var randKey = Key.Random(40);
var randVal = Value.Random(512);
mt.Add(randKey, randVal);
}
mt.WriteToSortedBlockTable("TestData\\LevelMergeReadTest", 0, i);
totalData += mt.Size;
}
var tables = new List<IEnumerable<KeyValuePair<Key, Value>>>();
var sbts = new List<SortedBlockTable>();
var cache = new RazorCache();
for (int j = 0; j < num_tables_to_merge; j++) {
var sbt = new SortedBlockTable(cache, "TestData\\LevelMergeReadTest", 0, j);
tables.Add(sbt.Enumerate());
sbts.Add(sbt);
}
int ct = 0;
Key key = Key.FromBytes(new byte[] { 0, 0 });
var timer = new Stopwatch();
timer.Start();
foreach (var pair in MergeEnumerator.Merge(tables, p => p.Key)) {
Assert.True(key.CompareTo(pair.Key) < 0);
key = pair.Key;
ct++;
}
timer.Stop();
sbts.ForEach(s => s.Close());
Console.WriteLine("Scanned through a multilevel merge at a throughput of {0} MB/s", (double)totalData / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
}
public void WriteMemTableToSsTable()
{
string path = Path.GetFullPath("TestData\\WriteMemTableToSsTable");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
MemTable mt = new MemTable();
for (int i = 0; i < 10000; i++) {
var randomKey = Key.Random(40);
var randomValue = Value.Random(256);
mt.Add(randomKey, randomValue);
}
var timer = new Stopwatch();
timer.Start();
mt.WriteToSortedBlockTable("TestData\\WriteMemTableToSsTable", 0, 1);
timer.Stop();
Console.WriteLine("Wrote sorted table at a throughput of {0} MB/s", (double) mt.Size / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0) );
}
public void LevelMergeReadTest2()
{
string path = Path.GetFullPath("TestData\\LevelMergeReadTest2");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
int num_tables_to_merge = 4;
int items_per_table = 2500;
int totalData = 0;
for (int i = 0; i < num_tables_to_merge; i++) {
var mt = new MemTable();
for (int j = 0; j < items_per_table; j++) {
var randKey = Key.Random(40);
var randVal = Value.Random(512);
mt.Add(randKey, randVal);
}
mt.WriteToSortedBlockTable("TestData\\LevelMergeReadTest2", 0, i);
totalData += mt.Size;
}
var cache = new RazorCache();
int ct = 0;
Key key = new Key(new ByteArray(new byte[] { 0 }));
var timer = new Stopwatch();
timer.Start();
foreach (var pair in SortedBlockTable.EnumerateMergedTablesPreCached(cache, "TestData\\LevelMergeReadTest2",
new List<PageRef>{
new PageRef { Level = 0, Version = 0},
new PageRef { Level = 0, Version = 1},
new PageRef { Level = 0, Version = 2},
new PageRef { Level = 0, Version = 3}
}, ExceptionHandling.ThrowAll, null)) {
Assert.True(key.CompareTo(pair.Key) < 0);
key = pair.Key;
ct++;
}
timer.Stop();
Console.WriteLine("Scanned through a multilevel merge at a throughput of {0} MB/s", (double)totalData / timer.Elapsed.TotalSeconds / (1024.0 * 1024.0));
}
public void AddAndLookupItemsPersisted()
{
string path = Path.GetFullPath("TestData\\AddAndLookupItemsPersisted");
if (!Directory.Exists(path))
Directory.CreateDirectory(path);
JournalWriter jw = new JournalWriter("TestData\\AddAndLookupItemsPersisted", 523, false);
List<KeyValuePair<Key, Value>> values = new List<KeyValuePair<Key, Value>>();
for (int i = 0; i < 10000; i++) {
var randomKey = Key.Random(40);
var randomValue = Value.Random(256);
values.Add(new KeyValuePair<Key, Value>(randomKey, randomValue));
jw.Add(randomKey, randomValue);
}
jw.Close();
MemTable mtl = new MemTable();
mtl.ReadFromJournal("TestData\\AddAndLookupItemsPersisted", 523);
Value value;
foreach (var pair in values) {
Assert.IsTrue(mtl.Lookup(pair.Key, out value));
Assert.AreEqual(pair.Value, value);
}
Assert.IsFalse(mtl.Lookup(Key.Random(40), out value));
Assert.AreEqual(10000 * (40 + 256), mtl.Size);
Assert.IsTrue(mtl.Full);
}
public void Close()
{
if (_journal != null)
_journal.Close();
_journal = null;
_memTable = null;
}