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Move Velox batch reader and writer to OSS nimble repo (facebookincuba…
…tor#62) Summary: Pull Request resolved: facebookincubator#62 Just move files around, no functionality change. Differential Revision: D58109796
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/* | ||
* Copyright (c) Meta Platforms, Inc. and its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
#include "dwio/nimble/velox/NimbleConfig.h" | ||
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#include "dwio/nimble/encodings/EncodingSelectionPolicy.h" | ||
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#include <folly/json/dynamic.h> | ||
#include <folly/json/json.h> | ||
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DEFINE_string( | ||
nimble_selection_read_factors, | ||
"Constant=1.0;Trivial=0.5;FixedBitWidth=0.9;MainlyConstant=1.0;SparseBool=1.0;Dictionary=1.0;RLE=1.0;Varint=1.0", | ||
"Encoding selection read factors, in the format: " | ||
"<EncodingName>=<FactorFloatValue>;<EncodingName>=<FactorFloatValue>;..."); | ||
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DEFINE_double( | ||
nimble_selection_compression_accept_ratio, | ||
0.97, | ||
"Encoding selection compression accept ratio."); | ||
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DEFINE_bool( | ||
nimble_zstrong_enable_variable_bit_width_compressor, | ||
false, | ||
"Enable zstrong variable bit width compressor at write time. Transparent at read time."); | ||
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DEFINE_string( | ||
nimble_writer_input_buffer_default_growth_config, | ||
"{\"32\":4.0,\"512\":1.414,\"4096\":1.189}", | ||
"Default growth config for writer input buffers, each entry in the format of {range_start,growth_factor}"); | ||
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namespace facebook::nimble { | ||
namespace { | ||
template <typename T> | ||
std::vector<T> parseVector(const std::string& str) { | ||
std::vector<T> result; | ||
if (!str.empty()) { | ||
std::vector<folly::StringPiece> pieces; | ||
folly::split(',', str, pieces, true); | ||
for (auto& p : pieces) { | ||
const auto& trimmedCol = folly::trimWhitespace(p); | ||
if (!trimmedCol.empty()) { | ||
result.push_back(folly::to<T>(trimmedCol)); | ||
} | ||
} | ||
} | ||
return result; | ||
} | ||
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std::map<uint64_t, float> parseGrowthConfigMap(const std::string& str) { | ||
std::map<uint64_t, float> ret; | ||
NIMBLE_CHECK(!str.empty(), "Can't supply an empty growth config."); | ||
folly::dynamic json = folly::parseJson(str); | ||
for (const auto& pair : json.items()) { | ||
auto [_, inserted] = ret.emplace( | ||
folly::to<uint64_t>(pair.first.asString()), pair.second.asDouble()); | ||
NIMBLE_CHECK( | ||
inserted, fmt::format("Duplicate key: {}.", pair.first.asString())); | ||
} | ||
return ret; | ||
} | ||
} // namespace | ||
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/* static */ Config::Entry<bool> Config::FLATTEN_MAP("orc.flatten.map", false); | ||
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/* static */ Config::Entry<const std::vector<uint32_t>> Config::MAP_FLAT_COLS( | ||
"orc.map.flat.cols", | ||
{}, | ||
[](const std::vector<uint32_t>& val) { return folly::join(",", val); }, | ||
[](const std::string& /* key */, const std::string& val) { | ||
return parseVector<uint32_t>(val); | ||
}); | ||
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/* static */ Config::Entry<const std::vector<uint32_t>> | ||
Config::DEDUPLICATED_COLS( | ||
"alpha.map.deduplicated.cols", | ||
{}, | ||
[](const std::vector<uint32_t>& val) { return folly::join(",", val); }, | ||
[](const std::string& /* key */, const std::string& val) { | ||
return parseVector<uint32_t>(val); | ||
}); | ||
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/* static */ Config::Entry<const std::vector<uint32_t>> | ||
Config::BATCH_REUSE_COLS( | ||
"alpha.dictionaryarray.cols", | ||
{}, | ||
[](const std::vector<uint32_t>& val) { return folly::join(",", val); }, | ||
[](const std::string& /* key */, const std::string& val) { | ||
return parseVector<uint32_t>(val); | ||
}); | ||
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/* static */ Config::Entry<uint64_t> Config::RAW_STRIPE_SIZE( | ||
"alpha.raw.stripe.size", | ||
512L * 1024L * 1024L); | ||
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/* static */ Config::Entry<const std::vector<std::pair<EncodingType, float>>> | ||
Config::MANUAL_ENCODING_SELECTION_READ_FACTORS( | ||
"alpha.encodingselection.read.factors", | ||
ManualEncodingSelectionPolicyFactory::parseReadFactors( | ||
FLAGS_nimble_selection_read_factors), | ||
[](const std::vector<std::pair<EncodingType, float>>& val) { | ||
std::vector<std::string> encodingFactorStrings; | ||
std::transform( | ||
val.cbegin(), | ||
val.cend(), | ||
std::back_inserter(encodingFactorStrings), | ||
[](const auto& readFactor) { | ||
return fmt::format( | ||
"{}={}", toString(readFactor.first), readFactor.second); | ||
}); | ||
return folly::join(";", encodingFactorStrings); | ||
}, | ||
[](const std::string& /* key */, const std::string& val) { | ||
return ManualEncodingSelectionPolicyFactory::parseReadFactors(val); | ||
}); | ||
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/* static */ Config::Entry<float> | ||
Config::ENCODING_SELECTION_COMPRESSION_ACCEPT_RATIO( | ||
"alpha.encodingselection.compression.accept.ratio", | ||
FLAGS_nimble_selection_compression_accept_ratio); | ||
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/* static */ Config::Entry<uint32_t> Config::ZSTRONG_COMPRESSION_LEVEL( | ||
"alpha.zstrong.compression.level", | ||
4); | ||
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/* static */ Config::Entry<uint32_t> Config::ZSTRONG_DECOMPRESSION_LEVEL( | ||
"alpha.zstrong.decompression.level", | ||
2); | ||
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/* static */ Config::Entry<bool> | ||
Config::ENABLE_ZSTRONG_VARIABLE_BITWIDTH_COMPRESSOR( | ||
"alpha.zstrong.enable.variable.bit.width.compressor", | ||
FLAGS_nimble_zstrong_enable_variable_bit_width_compressor); | ||
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/* static */ Config::Entry<const std::map<uint64_t, float>> | ||
Config::INPUT_BUFFER_DEFAULT_GROWTH_CONFIGS( | ||
"alpha.writer.input.buffer.default.growth.configs", | ||
parseGrowthConfigMap( | ||
FLAGS_nimble_writer_input_buffer_default_growth_config), | ||
[](const std::map<uint64_t, float>& val) { | ||
folly::dynamic obj = folly::dynamic::object; | ||
for (const auto& [rangeStart, growthFactor] : val) { | ||
obj[folly::to<std::string>(rangeStart)] = growthFactor; | ||
} | ||
return folly::toJson(obj); | ||
}, | ||
[](const std::string& /* key */, const std::string& val) { | ||
return parseGrowthConfigMap(val); | ||
}); | ||
} // namespace facebook::nimble |
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/* | ||
* Copyright (c) Meta Platforms, Inc. and its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
#pragma once | ||
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#include "dwio/nimble/common/Types.h" | ||
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#include "velox/common/config/Config.h" | ||
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namespace facebook::nimble { | ||
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class Config : public velox::common::ConfigBase<Config> { | ||
public: | ||
template <typename T> | ||
using Entry = velox::common::ConfigBase<Config>::Entry<T>; | ||
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static Entry<bool> FLATTEN_MAP; | ||
static Entry<const std::vector<uint32_t>> MAP_FLAT_COLS; | ||
static Entry<const std::vector<uint32_t>> BATCH_REUSE_COLS; | ||
static Entry<const std::vector<uint32_t>> DEDUPLICATED_COLS; | ||
static Entry<uint64_t> RAW_STRIPE_SIZE; | ||
static Entry<const std::vector<std::pair<EncodingType, float>>> | ||
MANUAL_ENCODING_SELECTION_READ_FACTORS; | ||
static Entry<float> ENCODING_SELECTION_COMPRESSION_ACCEPT_RATIO; | ||
static Entry<uint32_t> ZSTRONG_COMPRESSION_LEVEL; | ||
static Entry<uint32_t> ZSTRONG_DECOMPRESSION_LEVEL; | ||
static Entry<bool> ENABLE_ZSTRONG_VARIABLE_BITWIDTH_COMPRESSOR; | ||
static Entry<const std::map<uint64_t, float>> | ||
INPUT_BUFFER_DEFAULT_GROWTH_CONFIGS; | ||
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static std::shared_ptr<Config> fromMap( | ||
const std::map<std::string, std::string>& map) { | ||
auto ret = std::make_shared<Config>(); | ||
ret->configs_.insert(map.cbegin(), map.cend()); | ||
return ret; | ||
} | ||
}; | ||
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} // namespace facebook::nimble |
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/* | ||
* Copyright (c) Meta Platforms, Inc. and its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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#include "dwio/nimble/velox/NimbleReader.h" | ||
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#include "dwio/nimble/tablet/Constants.h" | ||
#include "dwio/nimble/velox/VeloxUtil.h" | ||
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namespace facebook::velox::nimble { | ||
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namespace { | ||
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const std::vector<std::string> kPreloadOptionalSections = { | ||
std::string(facebook::nimble::kSchemaSection)}; | ||
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class NimbleRowReader : public dwio::common::RowReader { | ||
public: | ||
NimbleRowReader( | ||
std::unique_ptr<facebook::nimble::VeloxReader> reader, | ||
const std::shared_ptr<common::ScanSpec>& scanSpec) | ||
: reader_(std::move(reader)), scanSpec_(scanSpec) { | ||
reader_->loadStripeIfAny(); | ||
} | ||
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int64_t nextRowNumber() override { | ||
VELOX_NYI(); | ||
} | ||
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int64_t nextReadSize(uint64_t /*size*/) override { | ||
VELOX_NYI(); | ||
} | ||
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uint64_t next( | ||
uint64_t size, | ||
VectorPtr& result, | ||
const dwio::common::Mutation* mutation) override { | ||
TypePtr resultType; | ||
VectorPtr rawResult; | ||
if (result) { | ||
resultType = result->type(); | ||
rawResult = std::move(rawVectorForBatchReader(*result)); | ||
result.reset(); | ||
} | ||
if (!reader_->next(size, rawResult)) { | ||
if (rawResult) { | ||
result = BaseVector::create(resultType, 0, &reader_->memoryPool()); | ||
rawVectorForBatchReader(*result) = std::move(rawResult); | ||
} | ||
return 0; | ||
} | ||
auto scanned = rawResult->size(); | ||
result = projectColumns(rawResult, *scanSpec_, mutation); | ||
rawVectorForBatchReader(*result) = std::move(rawResult); | ||
return scanned; | ||
} | ||
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void updateRuntimeStats( | ||
dwio::common::RuntimeStatistics& /*stats*/) const override { | ||
// No-op for non-selective reader. | ||
} | ||
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void resetFilterCaches() override { | ||
// No-op for non-selective reader. | ||
} | ||
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std::optional<size_t> estimatedRowSize() const override { | ||
return std::optional(reader_->estimatedRowSize()); | ||
} | ||
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private: | ||
std::unique_ptr<facebook::nimble::VeloxReader> reader_; | ||
std::shared_ptr<common::ScanSpec> scanSpec_; | ||
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static VectorPtr& rawVectorForBatchReader(BaseVector& vector) { | ||
auto* rowVector = vector.as<RowVector>(); | ||
VELOX_CHECK_NOT_NULL(rowVector); | ||
return rowVector->rawVectorForBatchReader(); | ||
} | ||
}; | ||
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class NimbleReader : public dwio::common::Reader { | ||
public: | ||
NimbleReader( | ||
const dwio::common::ReaderOptions& options, | ||
const std::shared_ptr<ReadFile>& readFile) | ||
: options_(options), | ||
readFile_(readFile), | ||
tabletReader_(std::make_shared<facebook::nimble::TabletReader>( | ||
options.getMemoryPool(), | ||
readFile_.get(), | ||
kPreloadOptionalSections)) { | ||
if (!options_.getFileSchema()) { | ||
facebook::nimble::VeloxReader tmpReader( | ||
options.getMemoryPool(), tabletReader_); | ||
options_.setFileSchema(tmpReader.type()); | ||
} | ||
} | ||
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std::optional<uint64_t> numberOfRows() const override { | ||
return tabletReader_->tabletRowCount(); | ||
} | ||
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std::unique_ptr<dwio::common::ColumnStatistics> columnStatistics( | ||
uint32_t /*index*/) const override { | ||
// TODO | ||
return nullptr; | ||
} | ||
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const RowTypePtr& rowType() const override { | ||
return options_.getFileSchema(); | ||
} | ||
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const std::shared_ptr<const dwio::common::TypeWithId>& typeWithId() | ||
const override { | ||
if (!typeWithId_) { | ||
typeWithId_ = dwio::common::TypeWithId::create(rowType()); | ||
} | ||
return typeWithId_; | ||
} | ||
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std::unique_ptr<dwio::common::RowReader> createRowReader( | ||
const dwio::common::RowReaderOptions& options) const override { | ||
facebook::nimble::VeloxReadParams params; | ||
params.fileRangeStartOffset = options.getOffset(); | ||
params.fileRangeEndOffset = options.getLimit(); | ||
params.decodingExecutor = options.getDecodingExecutor(); | ||
auto selector = options.getSelector(); | ||
if (!selector) { | ||
selector = std::make_shared<dwio::common::ColumnSelector>(rowType()); | ||
} | ||
facebook::dwio::api::populateFeatureSelector( | ||
*selector, options.getMapColumnIdAsStruct(), params); | ||
auto reader = std::make_unique<facebook::nimble::VeloxReader>( | ||
options_.getMemoryPool(), | ||
tabletReader_, | ||
std::move(selector), | ||
std::move(params)); | ||
return std::make_unique<NimbleRowReader>( | ||
std::move(reader), options.getScanSpec()); | ||
} | ||
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private: | ||
dwio::common::ReaderOptions options_; | ||
std::shared_ptr<ReadFile> readFile_; | ||
std::shared_ptr<facebook::nimble::TabletReader> tabletReader_; | ||
mutable std::shared_ptr<const dwio::common::TypeWithId> typeWithId_; | ||
}; | ||
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} // namespace | ||
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std::unique_ptr<dwio::common::Reader> NimbleReaderFactory::createReader( | ||
std::unique_ptr<dwio::common::BufferedInput> input, | ||
const dwio::common::ReaderOptions& options) { | ||
return std::make_unique<NimbleReader>(options, input->getReadFile()); | ||
} | ||
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void registerNimbleReaderFactory() { | ||
dwio::common::registerReaderFactory(std::make_shared<NimbleReaderFactory>()); | ||
} | ||
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void unregisterNimbleReaderFactory() { | ||
dwio::common::unregisterReaderFactory(dwio::common::FileFormat::NIMBLE); | ||
} | ||
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} // namespace facebook::velox::nimble |
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