Support for LZ4 compression.

main
Albert Strasheim 11 years ago
parent 4159a284c2
commit df2f92214a
  1. 12
      build_tools/build_detect_platform
  2. 128
      db/db_bench.cc
  3. 20
      db/db_test.cc
  4. 6
      include/rocksdb/c.h
  5. 6
      include/rocksdb/options.h
  6. 62
      port/port_posix.h
  7. 24
      table/block_based_table_builder.cc
  8. 22
      table/format.cc
  9. 72
      table/table_test.cc
  10. 9
      tools/db_stress.cc
  11. 4
      util/ldb_cmd.cc

@ -20,6 +20,7 @@
# -DLEVELDB_PLATFORM_POSIX if cstdatomic is present # -DLEVELDB_PLATFORM_POSIX if cstdatomic is present
# -DLEVELDB_PLATFORM_NOATOMIC if it is not # -DLEVELDB_PLATFORM_NOATOMIC if it is not
# -DSNAPPY if the Snappy library is present # -DSNAPPY if the Snappy library is present
# -DLZ4 if the LZ4 library is present
# #
# Using gflags in rocksdb: # Using gflags in rocksdb:
# Our project depends on gflags, which requires users to take some extra steps # Our project depends on gflags, which requires users to take some extra steps
@ -244,6 +245,17 @@ EOF
PLATFORM_LDFLAGS="$PLATFORM_LDFLAGS -lbz2" PLATFORM_LDFLAGS="$PLATFORM_LDFLAGS -lbz2"
fi fi
# Test whether lz4 library is installed
$CXX $CFLAGS $COMMON_FLAGS -x c++ - -o /dev/null 2>/dev/null <<EOF
#include <lz4.h>
#include <lz4hc.h>
int main() {}
EOF
if [ "$?" = 0 ]; then
COMMON_FLAGS="$COMMON_FLAGS -DLZ4"
PLATFORM_LDFLAGS="$PLATFORM_LDFLAGS -llz4"
fi
# Test whether tcmalloc is available # Test whether tcmalloc is available
$CXX $CFLAGS -x c++ - -o /dev/null -ltcmalloc 2>/dev/null <<EOF $CXX $CFLAGS -x c++ - -o /dev/null -ltcmalloc 2>/dev/null <<EOF
int main() {} int main() {}

@ -60,8 +60,8 @@ DEFINE_string(benchmarks,
"randomwithverify," "randomwithverify,"
"fill100K," "fill100K,"
"crc32c," "crc32c,"
"snappycomp," "compress,"
"snappyuncomp," "uncompress,"
"acquireload," "acquireload,"
"fillfromstdin,", "fillfromstdin,",
@ -338,6 +338,10 @@ enum rocksdb::CompressionType StringToCompressionType(const char* ctype) {
return rocksdb::kZlibCompression; return rocksdb::kZlibCompression;
else if (!strcasecmp(ctype, "bzip2")) else if (!strcasecmp(ctype, "bzip2"))
return rocksdb::kBZip2Compression; return rocksdb::kBZip2Compression;
else if (!strcasecmp(ctype, "lz4"))
return rocksdb::kLZ4Compression;
else if (!strcasecmp(ctype, "lz4hc"))
return rocksdb::kLZ4HCCompression;
fprintf(stdout, "Cannot parse compression type '%s'\n", ctype); fprintf(stdout, "Cannot parse compression type '%s'\n", ctype);
return rocksdb::kSnappyCompression; //default value return rocksdb::kSnappyCompression; //default value
@ -841,6 +845,12 @@ class Benchmark {
case rocksdb::kBZip2Compression: case rocksdb::kBZip2Compression:
fprintf(stdout, "Compression: bzip2\n"); fprintf(stdout, "Compression: bzip2\n");
break; break;
case rocksdb::kLZ4Compression:
fprintf(stdout, "Compression: lz4\n");
break;
case rocksdb::kLZ4HCCompression:
fprintf(stdout, "Compression: lz4hc\n");
break;
} }
switch (FLAGS_rep_factory) { switch (FLAGS_rep_factory) {
@ -896,6 +906,16 @@ class Benchmark {
strlen(text), &compressed); strlen(text), &compressed);
name = "BZip2"; name = "BZip2";
break; break;
case kLZ4Compression:
result = port::LZ4_Compress(Options().compression_opts, text,
strlen(text), &compressed);
name = "LZ4";
break;
case kLZ4HCCompression:
result = port::LZ4HC_Compress(Options().compression_opts, text,
strlen(text), &compressed);
name = "LZ4HC";
break;
case kNoCompression: case kNoCompression:
assert(false); // cannot happen assert(false); // cannot happen
break; break;
@ -1146,10 +1166,10 @@ class Benchmark {
method = &Benchmark::Crc32c; method = &Benchmark::Crc32c;
} else if (name == Slice("acquireload")) { } else if (name == Slice("acquireload")) {
method = &Benchmark::AcquireLoad; method = &Benchmark::AcquireLoad;
} else if (name == Slice("snappycomp")) { } else if (name == Slice("compress")) {
method = &Benchmark::SnappyCompress; method = &Benchmark::Compress;
} else if (name == Slice("snappyuncomp")) { } else if (name == Slice("uncompress")) {
method = &Benchmark::SnappyUncompress; method = &Benchmark::Uncompress;
} else if (name == Slice("heapprofile")) { } else if (name == Slice("heapprofile")) {
HeapProfile(); HeapProfile();
} else if (name == Slice("stats")) { } else if (name == Slice("stats")) {
@ -1302,23 +1322,47 @@ class Benchmark {
if (ptr == nullptr) exit(1); // Disable unused variable warning. if (ptr == nullptr) exit(1); // Disable unused variable warning.
} }
void SnappyCompress(ThreadState* thread) { void Compress(ThreadState *thread) {
RandomGenerator gen; RandomGenerator gen;
Slice input = gen.Generate(Options().block_size); Slice input = gen.Generate(Options().block_size);
int64_t bytes = 0; int64_t bytes = 0;
int64_t produced = 0; int64_t produced = 0;
bool ok = true; bool ok = true;
std::string compressed; std::string compressed;
while (ok && bytes < 1024 * 1048576) { // Compress 1G
// Compress 1G
while (ok && bytes < int64_t(1) << 30) {
switch (FLAGS_compression_type_e) {
case rocksdb::kSnappyCompression:
ok = port::Snappy_Compress(Options().compression_opts, input.data(), ok = port::Snappy_Compress(Options().compression_opts, input.data(),
input.size(), &compressed); input.size(), &compressed);
break;
case rocksdb::kZlibCompression:
ok = port::Zlib_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kBZip2Compression:
ok = port::BZip2_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kLZ4Compression:
ok = port::LZ4_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kLZ4HCCompression:
ok = port::LZ4HC_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
default:
ok = false;
}
produced += compressed.size(); produced += compressed.size();
bytes += input.size(); bytes += input.size();
thread->stats.FinishedSingleOp(nullptr); thread->stats.FinishedSingleOp(nullptr);
} }
if (!ok) { if (!ok) {
thread->stats.AddMessage("(snappy failure)"); thread->stats.AddMessage("(compression failure)");
} else { } else {
char buf[100]; char buf[100];
snprintf(buf, sizeof(buf), "(output: %.1f%%)", snprintf(buf, sizeof(buf), "(output: %.1f%%)",
@ -1328,24 +1372,78 @@ class Benchmark {
} }
} }
void SnappyUncompress(ThreadState* thread) { void Uncompress(ThreadState *thread) {
RandomGenerator gen; RandomGenerator gen;
Slice input = gen.Generate(Options().block_size); Slice input = gen.Generate(Options().block_size);
std::string compressed; std::string compressed;
bool ok = port::Snappy_Compress(Options().compression_opts, input.data(),
bool ok;
switch (FLAGS_compression_type_e) {
case rocksdb::kSnappyCompression:
ok = port::Snappy_Compress(Options().compression_opts, input.data(),
input.size(), &compressed); input.size(), &compressed);
break;
case rocksdb::kZlibCompression:
ok = port::Zlib_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kBZip2Compression:
ok = port::BZip2_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kLZ4Compression:
ok = port::LZ4_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
case rocksdb::kLZ4HCCompression:
ok = port::LZ4HC_Compress(Options().compression_opts, input.data(),
input.size(), &compressed);
break;
default:
ok = false;
}
int64_t bytes = 0; int64_t bytes = 0;
char* uncompressed = new char[input.size()]; int decompress_size;
while (ok && bytes < 1024 * 1048576) { // Compress 1G while (ok && bytes < 1024 * 1048576) {
char *uncompressed = nullptr;
switch (FLAGS_compression_type_e) {
case rocksdb::kSnappyCompression:
// allocate here to make comparison fair
uncompressed = new char[input.size()];
ok = port::Snappy_Uncompress(compressed.data(), compressed.size(), ok = port::Snappy_Uncompress(compressed.data(), compressed.size(),
uncompressed); uncompressed);
break;
case rocksdb::kZlibCompression:
uncompressed = port::Zlib_Uncompress(
compressed.data(), compressed.size(), &decompress_size);
ok = uncompressed != nullptr;
break;
case rocksdb::kBZip2Compression:
uncompressed = port::BZip2_Uncompress(
compressed.data(), compressed.size(), &decompress_size);
ok = uncompressed != nullptr;
break;
case rocksdb::kLZ4Compression:
uncompressed = port::LZ4_Uncompress(
compressed.data(), compressed.size(), &decompress_size);
ok = uncompressed != nullptr;
break;
case rocksdb::kLZ4HCCompression:
uncompressed = port::LZ4_Uncompress(
compressed.data(), compressed.size(), &decompress_size);
ok = uncompressed != nullptr;
break;
default:
ok = false;
}
delete[] uncompressed;
bytes += input.size(); bytes += input.size();
thread->stats.FinishedSingleOp(nullptr); thread->stats.FinishedSingleOp(nullptr);
} }
delete[] uncompressed;
if (!ok) { if (!ok) {
thread->stats.AddMessage("(snappy failure)"); thread->stats.AddMessage("(compression failure)");
} else { } else {
thread->stats.AddBytes(bytes); thread->stats.AddBytes(bytes);
} }

@ -56,6 +56,18 @@ static bool BZip2CompressionSupported(const CompressionOptions& options) {
return port::BZip2_Compress(options, in.data(), in.size(), &out); return port::BZip2_Compress(options, in.data(), in.size(), &out);
} }
static bool LZ4CompressionSupported(const CompressionOptions &options) {
std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::LZ4_Compress(options, in.data(), in.size(), &out);
}
static bool LZ4HCCompressionSupported(const CompressionOptions &options) {
std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::LZ4HC_Compress(options, in.data(), in.size(), &out);
}
static std::string RandomString(Random *rnd, int len) { static std::string RandomString(Random *rnd, int len) {
std::string r; std::string r;
test::RandomString(rnd, len, &r); test::RandomString(rnd, len, &r);
@ -2624,6 +2636,14 @@ bool MinLevelToCompress(CompressionType& type, Options& options, int wbits,
CompressionOptions(wbits, lev, strategy))) { CompressionOptions(wbits, lev, strategy))) {
type = kBZip2Compression; type = kBZip2Compression;
fprintf(stderr, "using bzip2\n"); fprintf(stderr, "using bzip2\n");
} else if (LZ4CompressionSupported(
CompressionOptions(wbits, lev, strategy))) {
type = kLZ4Compression;
fprintf(stderr, "using lz4\n");
} else if (LZ4HCCompressionSupported(
CompressionOptions(wbits, lev, strategy))) {
type = kLZ4HCCompression;
fprintf(stderr, "using lz4hc\n");
} else { } else {
fprintf(stderr, "skipping test, compression disabled\n"); fprintf(stderr, "skipping test, compression disabled\n");
return false; return false;

@ -238,8 +238,10 @@ extern void rocksdb_options_set_memtable_vector_rep(rocksdb_options_t*);
enum { enum {
rocksdb_no_compression = 0, rocksdb_no_compression = 0,
rocksdb_snappy_compression = 1, rocksdb_snappy_compression = 1,
rocksdb_zlib_compression = 1, rocksdb_zlib_compression = 2,
rocksdb_bz2_compression = 1 rocksdb_bz2_compression = 3,
rocksdb_lz4_compression = 4,
rocksdb_lz4hc_compression = 5
}; };
extern void rocksdb_options_set_compression(rocksdb_options_t*, int); extern void rocksdb_options_set_compression(rocksdb_options_t*, int);

@ -45,10 +45,8 @@ using std::shared_ptr;
enum CompressionType : char { enum CompressionType : char {
// NOTE: do not change the values of existing entries, as these are // NOTE: do not change the values of existing entries, as these are
// part of the persistent format on disk. // part of the persistent format on disk.
kNoCompression = 0x0, kNoCompression = 0x0, kSnappyCompression = 0x1, kZlibCompression = 0x2,
kSnappyCompression = 0x1, kBZip2Compression = 0x3, kLZ4Compression = 0x4, kLZ4HCCompression = 0x5
kZlibCompression = 0x2,
kBZip2Compression = 0x3
}; };
enum CompactionStyle : char { enum CompactionStyle : char {

@ -46,6 +46,11 @@
#include <bzlib.h> #include <bzlib.h>
#endif #endif
#if defined(LZ4)
#include <lz4.h>
#include <lz4hc.h>
#endif
#include <stdint.h> #include <stdint.h>
#include <string> #include <string>
#include <string.h> #include <string.h>
@ -409,6 +414,63 @@ inline char* BZip2_Uncompress(const char* input_data, size_t input_length,
return nullptr; return nullptr;
} }
inline bool LZ4_Compress(const CompressionOptions &opts, const char *input,
size_t length, ::std::string* output) {
#ifdef LZ4
int compressBound = LZ4_compressBound(length);
output->resize(8 + compressBound);
char *p = const_cast<char *>(output->c_str());
memcpy(p, &length, sizeof(length));
size_t outlen;
outlen = LZ4_compress_limitedOutput(input, p + 8, length, compressBound);
if (outlen == 0) {
return false;
}
output->resize(8 + outlen);
return true;
#endif
return false;
}
inline char* LZ4_Uncompress(const char* input_data, size_t input_length,
int* decompress_size) {
#ifdef LZ4
if (input_length < 8) {
return nullptr;
}
int output_len;
memcpy(&output_len, input_data, sizeof(output_len));
char *output = new char[output_len];
*decompress_size = LZ4_decompress_safe_partial(
input_data + 8, output, input_length - 8, output_len, output_len);
if (*decompress_size < 0) {
delete[] output;
return nullptr;
}
return output;
#endif
return nullptr;
}
inline bool LZ4HC_Compress(const CompressionOptions &opts, const char* input,
size_t length, ::std::string* output) {
#ifdef LZ4
int compressBound = LZ4_compressBound(length);
output->resize(8 + compressBound);
char *p = const_cast<char *>(output->c_str());
memcpy(p, &length, sizeof(length));
size_t outlen;
outlen = LZ4_compressHC2_limitedOutput(input, p + 8, length, compressBound,
opts.level);
if (outlen == 0) {
return false;
}
output->resize(8 + outlen);
return true;
#endif
return false;
}
inline bool GetHeapProfile(void (*func)(void *, const char *, int), void *arg) { inline bool GetHeapProfile(void (*func)(void *, const char *, int), void *arg) {
return false; return false;
} }

@ -233,6 +233,30 @@ void BlockBasedTableBuilder::WriteBlock(BlockBuilder* block,
type = kNoCompression; type = kNoCompression;
} }
break; break;
case kLZ4Compression:
if (port::LZ4_Compress(r->options.compression_opts, raw.data(),
raw.size(), compressed) &&
GoodCompressionRatio(compressed->size(), raw.size())) {
block_contents = *compressed;
} else {
// LZ4 not supported, or not good compression ratio, so just
// store uncompressed form
block_contents = raw;
type = kNoCompression;
}
break;
case kLZ4HCCompression:
if (port::LZ4HC_Compress(r->options.compression_opts, raw.data(),
raw.size(), compressed) &&
GoodCompressionRatio(compressed->size(), raw.size())) {
block_contents = *compressed;
} else {
// LZ4 not supported, or not good compression ratio, so just
// store uncompressed form
block_contents = raw;
type = kNoCompression;
}
break;
} }
WriteRawBlock(block_contents, type, handle); WriteRawBlock(block_contents, type, handle);
r->compressed_output.clear(); r->compressed_output.clear();

@ -228,6 +228,28 @@ Status UncompressBlockContents(const char* data, size_t n,
result->heap_allocated = true; result->heap_allocated = true;
result->cachable = true; result->cachable = true;
break; break;
case kLZ4Compression:
ubuf = port::LZ4_Uncompress(data, n, &decompress_size);
static char lz4_corrupt_msg[] =
"LZ4 not supported or corrupted LZ4 compressed block contents";
if (!ubuf) {
return Status::Corruption(lz4_corrupt_msg);
}
result->data = Slice(ubuf, decompress_size);
result->heap_allocated = true;
result->cachable = true;
break;
case kLZ4HCCompression:
ubuf = port::LZ4_Uncompress(data, n, &decompress_size);
static char lz4hc_corrupt_msg[] =
"LZ4HC not supported or corrupted LZ4HC compressed block contents";
if (!ubuf) {
return Status::Corruption(lz4hc_corrupt_msg);
}
result->data = Slice(ubuf, decompress_size);
result->heap_allocated = true;
result->cachable = true;
break;
default: default:
return Status::Corruption("bad block type"); return Status::Corruption("bad block type");
} }

@ -487,30 +487,62 @@ class DBConstructor: public Constructor {
}; };
static bool SnappyCompressionSupported() { static bool SnappyCompressionSupported() {
#ifdef SNAPPY
std::string out; std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"; Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::Snappy_Compress(Options().compression_opts, return port::Snappy_Compress(Options().compression_opts,
in.data(), in.size(), in.data(), in.size(),
&out); &out);
#else
return false;
#endif
} }
static bool ZlibCompressionSupported() { static bool ZlibCompressionSupported() {
#ifdef ZLIB
std::string out; std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"; Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::Zlib_Compress(Options().compression_opts, return port::Zlib_Compress(Options().compression_opts,
in.data(), in.size(), in.data(), in.size(),
&out); &out);
#else
return false;
#endif
} }
#ifdef BZIP2
static bool BZip2CompressionSupported() { static bool BZip2CompressionSupported() {
#ifdef BZIP2
std::string out; std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"; Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::BZip2_Compress(Options().compression_opts, return port::BZip2_Compress(Options().compression_opts,
in.data(), in.size(), in.data(), in.size(),
&out); &out);
#else
return false;
#endif
}
static bool LZ4CompressionSupported() {
#ifdef LZ4
std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::LZ4_Compress(Options().compression_opts, in.data(), in.size(),
&out);
#else
return false;
#endif
} }
static bool LZ4HCCompressionSupported() {
#ifdef LZ4
std::string out;
Slice in = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa";
return port::LZ4HC_Compress(Options().compression_opts, in.data(), in.size(),
&out);
#else
return false;
#endif #endif
}
enum TestType { enum TestType {
BLOCK_BASED_TABLE_TEST, BLOCK_BASED_TABLE_TEST,
@ -538,24 +570,23 @@ static std::vector<TestArgs> GenerateArgList() {
std::vector<int> restart_intervals = {16, 1, 1024}; std::vector<int> restart_intervals = {16, 1, 1024};
// Only add compression if it is supported // Only add compression if it is supported
std::vector<CompressionType> compression_types = {kNoCompression}; std::vector<CompressionType> compression_types;
#ifdef SNAPPY compression_types.push_back(kNoCompression);
if (SnappyCompressionSupported()) { if (SnappyCompressionSupported()) {
compression_types.push_back(kSnappyCompression); compression_types.push_back(kSnappyCompression);
} }
#endif
#ifdef ZLIB
if (ZlibCompressionSupported()) { if (ZlibCompressionSupported()) {
compression_types.push_back(kZlibCompression); compression_types.push_back(kZlibCompression);
} }
#endif
#ifdef BZIP2
if (BZip2CompressionSupported()) { if (BZip2CompressionSupported()) {
compression_types.push_back(kBZip2Compression); compression_types.push_back(kBZip2Compression);
} }
#endif if (LZ4CompressionSupported()) {
compression_types.push_back(kLZ4Compression);
}
if (LZ4HCCompressionSupported()) {
compression_types.push_back(kLZ4HCCompression);
}
for (auto test_type : test_types) { for (auto test_type : test_types) {
for (auto reverse_compare : reverse_compare_types) { for (auto reverse_compare : reverse_compare_types) {
@ -1322,6 +1353,27 @@ TEST(GeneralTableTest, ApproximateOffsetOfCompressed) {
valid++; valid++;
} }
if (!BZip2CompressionSupported()) {
fprintf(stderr, "skipping bzip2 compression tests\n");
} else {
compression_state[valid] = kBZip2Compression;
valid++;
}
if (!LZ4CompressionSupported()) {
fprintf(stderr, "skipping lz4 compression tests\n");
} else {
compression_state[valid] = kLZ4Compression;
valid++;
}
if (!LZ4HCCompressionSupported()) {
fprintf(stderr, "skipping lz4hc compression tests\n");
} else {
compression_state[valid] = kLZ4HCCompression;
valid++;
}
for (int i = 0; i < valid; i++) { for (int i = 0; i < valid; i++) {
DoCompressionTest(compression_state[i]); DoCompressionTest(compression_state[i]);
} }

@ -273,6 +273,10 @@ enum rocksdb::CompressionType StringToCompressionType(const char* ctype) {
return rocksdb::kZlibCompression; return rocksdb::kZlibCompression;
else if (!strcasecmp(ctype, "bzip2")) else if (!strcasecmp(ctype, "bzip2"))
return rocksdb::kBZip2Compression; return rocksdb::kBZip2Compression;
else if (!strcasecmp(ctype, "lz4"))
return rocksdb::kLZ4Compression;
else if (!strcasecmp(ctype, "lz4hc"))
return rocksdb::kLZ4HCCompression;
fprintf(stdout, "Cannot parse compression type '%s'\n", ctype); fprintf(stdout, "Cannot parse compression type '%s'\n", ctype);
return rocksdb::kSnappyCompression; //default value return rocksdb::kSnappyCompression; //default value
@ -1328,6 +1332,11 @@ class StressTest {
case rocksdb::kBZip2Compression: case rocksdb::kBZip2Compression:
compression = "bzip2"; compression = "bzip2";
break; break;
case rocksdb::kLZ4Compression:
compression = "lz4";
case rocksdb::kLZ4HCCompression:
compression = "lz4hc";
break;
} }
fprintf(stdout, "Compression : %s\n", compression); fprintf(stdout, "Compression : %s\n", compression);

@ -244,6 +244,10 @@ Options LDBCommand::PrepareOptionsForOpenDB() {
opt.compression = kZlibCompression; opt.compression = kZlibCompression;
} else if (comp == "bzip2") { } else if (comp == "bzip2") {
opt.compression = kBZip2Compression; opt.compression = kBZip2Compression;
} else if (comp == "lz4") {
opt.compression = kLZ4Compression;
} else if (comp == "lz4hc") {
opt.compression = kLZ4HCCompression;
} else { } else {
// Unknown compression. // Unknown compression.
exec_state_ = LDBCommandExecuteResult::FAILED( exec_state_ = LDBCommandExecuteResult::FAILED(

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