rocksdb/db/merge_test.cc
Haobo Xu 05e8854085 [Rocksdb] Support Merge operation in rocksdb
Summary:
This diff introduces a new Merge operation into rocksdb.
The purpose of this review is mostly getting feedback from the team (everyone please) on the design.

Please focus on the four files under include/leveldb/, as they spell the client visible interface change.
include/leveldb/db.h
include/leveldb/merge_operator.h
include/leveldb/options.h
include/leveldb/write_batch.h

Please go over local/my_test.cc carefully, as it is a concerete use case.

Please also review the impelmentation files to see if the straw man implementation makes sense.

Note that, the diff does pass all make check and truly supports forward iterator over db and a version
of Get that's based on iterator.

Future work:
- Integration with compaction
- A raw Get implementation

I am working on a wiki that explains the design and implementation choices, but coding comes
just naturally and I think it might be a good idea to share the code earlier. The code is
heavily commented.

Test Plan: run all local tests

Reviewers: dhruba, heyongqiang

Reviewed By: dhruba

CC: leveldb, zshao, sheki, emayanke, MarkCallaghan

Differential Revision: https://reviews.facebook.net/D9651
2013-05-03 16:59:02 -07:00

254 lines
5.6 KiB
C++

#include <assert.h>
#include <memory>
#include <iostream>
#include "leveldb/cache.h"
#include "leveldb/comparator.h"
#include "leveldb/db.h"
#include "leveldb/env.h"
#include "leveldb/merge_operator.h"
#include "db/dbformat.h"
#include "utilities/merge_operators.h"
using namespace std;
using namespace leveldb;
auto mergeOperator = MergeOperators::CreateUInt64AddOperator();
std::shared_ptr<DB> OpenDb() {
DB* db;
Options options;
options.create_if_missing = true;
options.merge_operator = mergeOperator.get();
Status s = DB::Open(options, "/tmp/testdb", &db);
if (!s.ok()) {
cerr << s.ToString() << endl;
assert(false);
}
return std::shared_ptr<DB>(db);
}
// Imagine we are maintaining a set of uint64 counters.
// Each counter has a distinct name. And we would like
// to support four high level operations:
// set, add, get and remove
// This is a quick implementation without a Merge operation.
class Counters {
protected:
std::shared_ptr<DB> db_;
WriteOptions put_option_;
ReadOptions get_option_;
WriteOptions delete_option_;
uint64_t default_;
public:
Counters(std::shared_ptr<DB> db, uint64_t defaultCount = 0)
: db_(db),
put_option_(),
get_option_(),
delete_option_(),
default_(defaultCount) {
assert(db_);
}
virtual ~Counters() {}
// public interface of Counters.
// All four functions return false
// if the underlying level db operation failed.
// mapped to a levedb Put
bool set(const string& key, uint64_t value) {
// just treat the internal rep of int64 as the string
Slice slice((char *)&value, sizeof(value));
auto s = db_->Put(put_option_, key, slice);
if (s.ok()) {
return true;
} else {
cerr << s.ToString() << endl;
return false;
}
}
// mapped to a leveldb Delete
bool remove(const string& key) {
auto s = db_->Delete(delete_option_, key);
if (s.ok()) {
return true;
} else {
cerr << s.ToString() << std::endl;
return false;
}
}
// mapped to a leveldb Get
bool get(const string& key, uint64_t *value) {
string str;
auto s = db_->Get(get_option_, key, &str);
if (s.IsNotFound()) {
// return default value if not found;
*value = default_;
return true;
} else if (s.ok()) {
// deserialization
if (str.size() != sizeof(uint64_t)) {
cerr << "value corruption\n";
return false;
}
*value = DecodeFixed64(&str[0]);
return true;
} else {
cerr << s.ToString() << std::endl;
return false;
}
}
// 'add' is implemented as get -> modify -> set
// An alternative is a single merge operation, see MergeBasedCounters
virtual bool add(const string& key, uint64_t value) {
uint64_t base = default_;
return get(key, &base) && set(key, base + value);
}
// convenience functions for testing
void assert_set(const string& key, uint64_t value) {
assert(set(key, value));
}
void assert_remove(const string& key) {
assert(remove(key));
}
uint64_t assert_get(const string& key) {
uint64_t value = default_;
assert(get(key, &value));
return value;
}
void assert_add(const string& key, uint64_t value) {
assert(add(key, value));
}
};
// Implement 'add' directly with the new Merge operation
class MergeBasedCounters : public Counters {
private:
WriteOptions merge_option_; // for merge
public:
MergeBasedCounters(std::shared_ptr<DB> db, uint64_t defaultCount = 0)
: Counters(db, defaultCount),
merge_option_() {
}
// mapped to a leveldb Merge operation
virtual bool add(const string& key, uint64_t value) override {
char encoded[sizeof(uint64_t)];
EncodeFixed64(encoded, value);
Slice slice(encoded, sizeof(uint64_t));
auto s = db_->Merge(merge_option_, key, slice);
if (s.ok()) {
return true;
} else {
cerr << s.ToString() << endl;
return false;
}
}
};
void dumpDb(DB* db) {
auto it = unique_ptr<Iterator>(db->NewIterator(ReadOptions()));
for (it->SeekToFirst(); it->Valid(); it->Next()) {
uint64_t value = DecodeFixed64(it->value().data());
cout << it->key().ToString() << ": " << value << endl;
}
assert(it->status().ok()); // Check for any errors found during the scan
}
void testCounters(Counters& counters, DB* db, bool test_compaction) {
FlushOptions o;
o.wait = true;
counters.assert_set("a", 1);
if (test_compaction) db->Flush(o);
assert(counters.assert_get("a") == 1);
counters.assert_remove("b");
// defaut value is 0 if non-existent
assert(counters.assert_get("b") == 0);
counters.assert_add("a", 2);
if (test_compaction) db->Flush(o);
// 1+2 = 3
assert(counters.assert_get("a")== 3);
dumpDb(db);
std::cout << "1\n";
// 1+...+49 = ?
uint64_t sum = 0;
for (int i = 1; i < 50; i++) {
counters.assert_add("b", i);
sum += i;
}
assert(counters.assert_get("b") == sum);
std::cout << "2\n";
dumpDb(db);
std::cout << "3\n";
if (test_compaction) {
db->Flush(o);
cout << "Compaction started ...\n";
db->CompactRange(nullptr, nullptr);
cout << "Compaction ended\n";
dumpDb(db);
assert(counters.assert_get("a")== 3);
assert(counters.assert_get("b") == sum);
}
}
int main(int argc, char *argv[]) {
auto db = OpenDb();
{
cout << "Test read-modify-write counters... \n";
Counters counters(db, 0);
testCounters(counters, db.get(), true);
}
bool compact = false;
if (argc > 1) {
compact = true;
cout << "Turn on Compaction\n";
}
{
cout << "Test merge-based counters... \n";
MergeBasedCounters counters(db, 0);
testCounters(counters, db.get(), compact);
}
return 0;
}