// Licensed to the Apache Software Foundation (ASF) under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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 #include #include #include #include #include #include "arrow/io/caching.h" #include "arrow/type.h" #include "arrow/util/compression.h" #include "parquet/encryption/encryption.h" #include "parquet/exception.h" #include "parquet/parquet_version.h" #include "parquet/platform.h" #include "parquet/schema.h" #include "parquet/type_fwd.h" #include "parquet/types.h" namespace parquet { /// Controls serialization format of data pages. parquet-format v2.0.0 /// introduced a new data page metadata type DataPageV2 and serialized page /// structure (for example, encoded levels are no longer compressed). Prior to /// the completion of PARQUET-457 in 2020, this library did not implement /// DataPageV2 correctly, so if you use the V2 data page format, you may have /// forward compatibility issues (older versions of the library will be unable /// to read the files). Note that some Parquet implementations do not implement /// DataPageV2 at all. enum class ParquetDataPageVersion { V1, V2 }; /// Align the default buffer size to a small multiple of a page size. constexpr int64_t kDefaultBufferSize = 4096 * 4; class PARQUET_EXPORT ReaderProperties { public: explicit ReaderProperties(MemoryPool* pool = ::arrow::default_memory_pool()) : pool_(pool) {} MemoryPool* memory_pool() const { return pool_; } std::shared_ptr GetStream(std::shared_ptr source, int64_t start, int64_t num_bytes); /// Buffered stream reading allows the user to control the memory usage of /// parquet readers. This ensure that all `RandomAccessFile::ReadAt` calls are /// wrapped in a buffered reader that uses a fix sized buffer (of size /// `buffer_size()`) instead of the full size of the ReadAt. /// /// The primary reason for this control knobs is for resource control and not /// performance. bool is_buffered_stream_enabled() const { return buffered_stream_enabled_; } void enable_buffered_stream() { buffered_stream_enabled_ = true; } void disable_buffered_stream() { buffered_stream_enabled_ = false; } int64_t buffer_size() const { return buffer_size_; } void set_buffer_size(int64_t size) { buffer_size_ = size; } void file_decryption_properties(std::shared_ptr decryption) { file_decryption_properties_ = std::move(decryption); } const std::shared_ptr& file_decryption_properties() const { return file_decryption_properties_; } private: MemoryPool* pool_; int64_t buffer_size_ = kDefaultBufferSize; bool buffered_stream_enabled_ = false; std::shared_ptr file_decryption_properties_; }; ReaderProperties PARQUET_EXPORT default_reader_properties(); static constexpr int64_t kDefaultDataPageSize = 1024 * 1024; static constexpr bool DEFAULT_IS_DICTIONARY_ENABLED = true; static constexpr int64_t DEFAULT_DICTIONARY_PAGE_SIZE_LIMIT = kDefaultDataPageSize; static constexpr int64_t DEFAULT_WRITE_BATCH_SIZE = 1024; static constexpr int64_t DEFAULT_MAX_ROW_GROUP_LENGTH = 64 * 1024 * 1024; static constexpr bool DEFAULT_ARE_STATISTICS_ENABLED = true; static constexpr int64_t DEFAULT_MAX_STATISTICS_SIZE = 4096; static constexpr Encoding::type DEFAULT_ENCODING = Encoding::PLAIN; static const char DEFAULT_CREATED_BY[] = CREATED_BY_VERSION; static constexpr Compression::type DEFAULT_COMPRESSION_TYPE = Compression::UNCOMPRESSED; class PARQUET_EXPORT ColumnProperties { public: ColumnProperties(Encoding::type encoding = DEFAULT_ENCODING, Compression::type codec = DEFAULT_COMPRESSION_TYPE, bool dictionary_enabled = DEFAULT_IS_DICTIONARY_ENABLED, bool statistics_enabled = DEFAULT_ARE_STATISTICS_ENABLED, size_t max_stats_size = DEFAULT_MAX_STATISTICS_SIZE) : encoding_(encoding), codec_(codec), dictionary_enabled_(dictionary_enabled), statistics_enabled_(statistics_enabled), max_stats_size_(max_stats_size), compression_level_(Codec::UseDefaultCompressionLevel()) {} void set_encoding(Encoding::type encoding) { encoding_ = encoding; } void set_compression(Compression::type codec) { codec_ = codec; } void set_dictionary_enabled(bool dictionary_enabled) { dictionary_enabled_ = dictionary_enabled; } void set_statistics_enabled(bool statistics_enabled) { statistics_enabled_ = statistics_enabled; } void set_max_statistics_size(size_t max_stats_size) { max_stats_size_ = max_stats_size; } void set_compression_level(int compression_level) { compression_level_ = compression_level; } Encoding::type encoding() const { return encoding_; } Compression::type compression() const { return codec_; } bool dictionary_enabled() const { return dictionary_enabled_; } bool statistics_enabled() const { return statistics_enabled_; } size_t max_statistics_size() const { return max_stats_size_; } int compression_level() const { return compression_level_; } private: Encoding::type encoding_; Compression::type codec_; bool dictionary_enabled_; bool statistics_enabled_; size_t max_stats_size_; int compression_level_; }; class PARQUET_EXPORT WriterProperties { public: class Builder { public: Builder() : pool_(::arrow::default_memory_pool()), dictionary_pagesize_limit_(DEFAULT_DICTIONARY_PAGE_SIZE_LIMIT), write_batch_size_(DEFAULT_WRITE_BATCH_SIZE), max_row_group_length_(DEFAULT_MAX_ROW_GROUP_LENGTH), pagesize_(kDefaultDataPageSize), version_(ParquetVersion::PARQUET_1_0), data_page_version_(ParquetDataPageVersion::V1), created_by_(DEFAULT_CREATED_BY) {} virtual ~Builder() {} /// Specify the memory pool for the writer. Default default_memory_pool. Builder* memory_pool(MemoryPool* pool) { pool_ = pool; return this; } /// Enable dictionary encoding in general for all columns. Default enabled. Builder* enable_dictionary() { default_column_properties_.set_dictionary_enabled(true); return this; } /// Disable dictionary encoding in general for all columns. Default enabled. Builder* disable_dictionary() { default_column_properties_.set_dictionary_enabled(false); return this; } /// Enable dictionary encoding for column specified by `path`. Default enabled. Builder* enable_dictionary(const std::string& path) { dictionary_enabled_[path] = true; return this; } /// Enable dictionary encoding for column specified by `path`. Default enabled. Builder* enable_dictionary(const std::shared_ptr& path) { return this->enable_dictionary(path->ToDotString()); } /// Disable dictionary encoding for column specified by `path`. Default enabled. Builder* disable_dictionary(const std::string& path) { dictionary_enabled_[path] = false; return this; } /// Disable dictionary encoding for column specified by `path`. Default enabled. Builder* disable_dictionary(const std::shared_ptr& path) { return this->disable_dictionary(path->ToDotString()); } /// Specify the dictionary page size limit per row group. Default 1MB. Builder* dictionary_pagesize_limit(int64_t dictionary_psize_limit) { dictionary_pagesize_limit_ = dictionary_psize_limit; return this; } /// Specify the write batch size while writing batches of Arrow values into Parquet. /// Default 1024. Builder* write_batch_size(int64_t write_batch_size) { write_batch_size_ = write_batch_size; return this; } /// Specify the max row group length. /// Default 64M. Builder* max_row_group_length(int64_t max_row_group_length) { max_row_group_length_ = max_row_group_length; return this; } /// Specify the data page size. /// Default 1MB. Builder* data_pagesize(int64_t pg_size) { pagesize_ = pg_size; return this; } /// Specify the data page version. /// Default V1. Builder* data_page_version(ParquetDataPageVersion data_page_version) { data_page_version_ = data_page_version; return this; } /// Specify the Parquet file version. /// Default PARQUET_1_0. Builder* version(ParquetVersion::type version) { version_ = version; return this; } Builder* created_by(const std::string& created_by) { created_by_ = created_by; return this; } /// \brief Define the encoding that is used when we don't utilise dictionary encoding. // /// This either apply if dictionary encoding is disabled or if we fallback /// as the dictionary grew too large. Builder* encoding(Encoding::type encoding_type) { if (encoding_type == Encoding::PLAIN_DICTIONARY || encoding_type == Encoding::RLE_DICTIONARY) { throw ParquetException("Can't use dictionary encoding as fallback encoding"); } default_column_properties_.set_encoding(encoding_type); return this; } /// \brief Define the encoding that is used when we don't utilise dictionary encoding. // /// This either apply if dictionary encoding is disabled or if we fallback /// as the dictionary grew too large. Builder* encoding(const std::string& path, Encoding::type encoding_type) { if (encoding_type == Encoding::PLAIN_DICTIONARY || encoding_type == Encoding::RLE_DICTIONARY) { throw ParquetException("Can't use dictionary encoding as fallback encoding"); } encodings_[path] = encoding_type; return this; } /// \brief Define the encoding that is used when we don't utilise dictionary encoding. // /// This either apply if dictionary encoding is disabled or if we fallback /// as the dictionary grew too large. Builder* encoding(const std::shared_ptr& path, Encoding::type encoding_type) { return this->encoding(path->ToDotString(), encoding_type); } /// Specify compression codec in general for all columns. /// Default UNCOMPRESSED. Builder* compression(Compression::type codec) { default_column_properties_.set_compression(codec); return this; } /// Specify max statistics size to store min max value. /// Default 4KB. Builder* max_statistics_size(size_t max_stats_sz) { default_column_properties_.set_max_statistics_size(max_stats_sz); return this; } /// Specify compression codec for the column specified by `path`. /// Default UNCOMPRESSED. Builder* compression(const std::string& path, Compression::type codec) { codecs_[path] = codec; return this; } /// Specify compression codec for the column specified by `path`. /// Default UNCOMPRESSED. Builder* compression(const std::shared_ptr& path, Compression::type codec) { return this->compression(path->ToDotString(), codec); } /// \brief Specify the default compression level for the compressor in /// every column. In case a column does not have an explicitly specified /// compression level, the default one would be used. /// /// The provided compression level is compressor specific. The user would /// have to familiarize oneself with the available levels for the selected /// compressor. If the compressor does not allow for selecting different /// compression levels, calling this function would not have any effect. /// Parquet and Arrow do not validate the passed compression level. If no /// level is selected by the user or if the special /// std::numeric_limits::min() value is passed, then Arrow selects the /// compression level. Builder* compression_level(int compression_level) { default_column_properties_.set_compression_level(compression_level); return this; } /// \brief Specify a compression level for the compressor for the column /// described by path. /// /// The provided compression level is compressor specific. The user would /// have to familiarize oneself with the available levels for the selected /// compressor. If the compressor does not allow for selecting different /// compression levels, calling this function would not have any effect. /// Parquet and Arrow do not validate the passed compression level. If no /// level is selected by the user or if the special /// std::numeric_limits::min() value is passed, then Arrow selects the /// compression level. Builder* compression_level(const std::string& path, int compression_level) { codecs_compression_level_[path] = compression_level; return this; } /// \brief Specify a compression level for the compressor for the column /// described by path. /// /// The provided compression level is compressor specific. The user would /// have to familiarize oneself with the available levels for the selected /// compressor. If the compressor does not allow for selecting different /// compression levels, calling this function would not have any effect. /// Parquet and Arrow do not validate the passed compression level. If no /// level is selected by the user or if the special /// std::numeric_limits::min() value is passed, then Arrow selects the /// compression level. Builder* compression_level(const std::shared_ptr& path, int compression_level) { return this->compression_level(path->ToDotString(), compression_level); } /// Define the file encryption properties. /// Default NULL. Builder* encryption( std::shared_ptr file_encryption_properties) { file_encryption_properties_ = std::move(file_encryption_properties); return this; } /// Enable statistics in general. /// Default enabled. Builder* enable_statistics() { default_column_properties_.set_statistics_enabled(true); return this; } /// Disable statistics in general. /// Default enabled. Builder* disable_statistics() { default_column_properties_.set_statistics_enabled(false); return this; } /// Enable statistics for the column specified by `path`. /// Default enabled. Builder* enable_statistics(const std::string& path) { statistics_enabled_[path] = true; return this; } /// Enable statistics for the column specified by `path`. /// Default enabled. Builder* enable_statistics(const std::shared_ptr& path) { return this->enable_statistics(path->ToDotString()); } /// Disable statistics for the column specified by `path`. /// Default enabled. Builder* disable_statistics(const std::string& path) { statistics_enabled_[path] = false; return this; } /// Disable statistics for the column specified by `path`. /// Default enabled. Builder* disable_statistics(const std::shared_ptr& path) { return this->disable_statistics(path->ToDotString()); } /// \brief Build the WriterProperties with the builder parameters. /// \return The WriterProperties defined by the builder. std::shared_ptr build() { std::unordered_map column_properties; auto get = [&](const std::string& key) -> ColumnProperties& { auto it = column_properties.find(key); if (it == column_properties.end()) return column_properties[key] = default_column_properties_; else return it->second; }; for (const auto& item : encodings_) get(item.first).set_encoding(item.second); for (const auto& item : codecs_) get(item.first).set_compression(item.second); for (const auto& item : codecs_compression_level_) get(item.first).set_compression_level(item.second); for (const auto& item : dictionary_enabled_) get(item.first).set_dictionary_enabled(item.second); for (const auto& item : statistics_enabled_) get(item.first).set_statistics_enabled(item.second); return std::shared_ptr(new WriterProperties( pool_, dictionary_pagesize_limit_, write_batch_size_, max_row_group_length_, pagesize_, version_, created_by_, std::move(file_encryption_properties_), default_column_properties_, column_properties, data_page_version_)); } private: MemoryPool* pool_; int64_t dictionary_pagesize_limit_; int64_t write_batch_size_; int64_t max_row_group_length_; int64_t pagesize_; ParquetVersion::type version_; ParquetDataPageVersion data_page_version_; std::string created_by_; std::shared_ptr file_encryption_properties_; // Settings used for each column unless overridden in any of the maps below ColumnProperties default_column_properties_; std::unordered_map encodings_; std::unordered_map codecs_; std::unordered_map codecs_compression_level_; std::unordered_map dictionary_enabled_; std::unordered_map statistics_enabled_; }; inline MemoryPool* memory_pool() const { return pool_; } inline int64_t dictionary_pagesize_limit() const { return dictionary_pagesize_limit_; } inline int64_t write_batch_size() const { return write_batch_size_; } inline int64_t max_row_group_length() const { return max_row_group_length_; } inline int64_t data_pagesize() const { return pagesize_; } inline ParquetDataPageVersion data_page_version() const { return parquet_data_page_version_; } inline ParquetVersion::type version() const { return parquet_version_; } inline std::string created_by() const { return parquet_created_by_; } inline Encoding::type dictionary_index_encoding() const { if (parquet_version_ == ParquetVersion::PARQUET_1_0) { return Encoding::PLAIN_DICTIONARY; } else { return Encoding::RLE_DICTIONARY; } } inline Encoding::type dictionary_page_encoding() const { if (parquet_version_ == ParquetVersion::PARQUET_1_0) { return Encoding::PLAIN_DICTIONARY; } else { return Encoding::PLAIN; } } const ColumnProperties& column_properties( const std::shared_ptr& path) const { auto it = column_properties_.find(path->ToDotString()); if (it != column_properties_.end()) return it->second; return default_column_properties_; } Encoding::type encoding(const std::shared_ptr& path) const { return column_properties(path).encoding(); } Compression::type compression(const std::shared_ptr& path) const { return column_properties(path).compression(); } int compression_level(const std::shared_ptr& path) const { return column_properties(path).compression_level(); } bool dictionary_enabled(const std::shared_ptr& path) const { return column_properties(path).dictionary_enabled(); } bool statistics_enabled(const std::shared_ptr& path) const { return column_properties(path).statistics_enabled(); } size_t max_statistics_size(const std::shared_ptr& path) const { return column_properties(path).max_statistics_size(); } inline FileEncryptionProperties* file_encryption_properties() const { return file_encryption_properties_.get(); } std::shared_ptr column_encryption_properties( const std::string& path) const { if (file_encryption_properties_) { return file_encryption_properties_->column_encryption_properties(path); } else { return NULLPTR; } } private: explicit WriterProperties( MemoryPool* pool, int64_t dictionary_pagesize_limit, int64_t write_batch_size, int64_t max_row_group_length, int64_t pagesize, ParquetVersion::type version, const std::string& created_by, std::shared_ptr file_encryption_properties, const ColumnProperties& default_column_properties, const std::unordered_map& column_properties, ParquetDataPageVersion data_page_version) : pool_(pool), dictionary_pagesize_limit_(dictionary_pagesize_limit), write_batch_size_(write_batch_size), max_row_group_length_(max_row_group_length), pagesize_(pagesize), parquet_data_page_version_(data_page_version), parquet_version_(version), parquet_created_by_(created_by), file_encryption_properties_(file_encryption_properties), default_column_properties_(default_column_properties), column_properties_(column_properties) {} MemoryPool* pool_; int64_t dictionary_pagesize_limit_; int64_t write_batch_size_; int64_t max_row_group_length_; int64_t pagesize_; ParquetDataPageVersion parquet_data_page_version_; ParquetVersion::type parquet_version_; std::string parquet_created_by_; std::shared_ptr file_encryption_properties_; ColumnProperties default_column_properties_; std::unordered_map column_properties_; }; PARQUET_EXPORT const std::shared_ptr& default_writer_properties(); // ---------------------------------------------------------------------- // Properties specific to Apache Arrow columnar read and write static constexpr bool kArrowDefaultUseThreads = false; // Default number of rows to read when using ::arrow::RecordBatchReader static constexpr int64_t kArrowDefaultBatchSize = 64 * 1024; /// EXPERIMENTAL: Properties for configuring FileReader behavior. class PARQUET_EXPORT ArrowReaderProperties { public: explicit ArrowReaderProperties(bool use_threads = kArrowDefaultUseThreads) : use_threads_(use_threads), read_dict_indices_(), batch_size_(kArrowDefaultBatchSize), pre_buffer_(false), cache_options_(::arrow::io::CacheOptions::Defaults()), coerce_int96_timestamp_unit_(::arrow::TimeUnit::NANO) {} void set_use_threads(bool use_threads) { use_threads_ = use_threads; } bool use_threads() const { return use_threads_; } void set_read_dictionary(int column_index, bool read_dict) { if (read_dict) { read_dict_indices_.insert(column_index); } else { read_dict_indices_.erase(column_index); } } bool read_dictionary(int column_index) const { if (read_dict_indices_.find(column_index) != read_dict_indices_.end()) { return true; } else { return false; } } void set_batch_size(int64_t batch_size) { batch_size_ = batch_size; } int64_t batch_size() const { return batch_size_; } /// Enable read coalescing. /// /// When enabled, the Arrow reader will pre-buffer necessary regions /// of the file in-memory. This is intended to improve performance on /// high-latency filesystems (e.g. Amazon S3). void set_pre_buffer(bool pre_buffer) { pre_buffer_ = pre_buffer; } bool pre_buffer() const { return pre_buffer_; } /// Set options for read coalescing. This can be used to tune the /// implementation for characteristics of different filesystems. void set_cache_options(::arrow::io::CacheOptions options) { cache_options_ = options; } const ::arrow::io::CacheOptions& cache_options() const { return cache_options_; } /// Set execution context for read coalescing. void set_io_context(const ::arrow::io::IOContext& ctx) { io_context_ = ctx; } const ::arrow::io::IOContext& io_context() const { return io_context_; } /// Set timestamp unit to use for deprecated INT96-encoded timestamps /// (default is NANO). void set_coerce_int96_timestamp_unit(::arrow::TimeUnit::type unit) { coerce_int96_timestamp_unit_ = unit; } ::arrow::TimeUnit::type coerce_int96_timestamp_unit() const { return coerce_int96_timestamp_unit_; } private: bool use_threads_; std::unordered_set read_dict_indices_; int64_t batch_size_; bool pre_buffer_; ::arrow::io::IOContext io_context_; ::arrow::io::CacheOptions cache_options_; ::arrow::TimeUnit::type coerce_int96_timestamp_unit_; }; /// EXPERIMENTAL: Constructs the default ArrowReaderProperties PARQUET_EXPORT ArrowReaderProperties default_arrow_reader_properties(); class PARQUET_EXPORT ArrowWriterProperties { public: enum EngineVersion { V1, // Supports only nested lists. V2 // Full support for all nesting combinations }; class Builder { public: Builder() : write_timestamps_as_int96_(false), coerce_timestamps_enabled_(false), coerce_timestamps_unit_(::arrow::TimeUnit::SECOND), truncated_timestamps_allowed_(false), store_schema_(false), // TODO: At some point we should flip this. compliant_nested_types_(false), engine_version_(V2) {} virtual ~Builder() = default; Builder* disable_deprecated_int96_timestamps() { write_timestamps_as_int96_ = false; return this; } Builder* enable_deprecated_int96_timestamps() { write_timestamps_as_int96_ = true; return this; } Builder* coerce_timestamps(::arrow::TimeUnit::type unit) { coerce_timestamps_enabled_ = true; coerce_timestamps_unit_ = unit; return this; } Builder* allow_truncated_timestamps() { truncated_timestamps_allowed_ = true; return this; } Builder* disallow_truncated_timestamps() { truncated_timestamps_allowed_ = false; return this; } /// \brief EXPERIMENTAL: Write binary serialized Arrow schema to the file, /// to enable certain read options (like "read_dictionary") to be set /// automatically Builder* store_schema() { store_schema_ = true; return this; } Builder* enable_compliant_nested_types() { compliant_nested_types_ = true; return this; } Builder* disable_compliant_nested_types() { compliant_nested_types_ = false; return this; } Builder* set_engine_version(EngineVersion version) { engine_version_ = version; return this; } std::shared_ptr build() { return std::shared_ptr(new ArrowWriterProperties( write_timestamps_as_int96_, coerce_timestamps_enabled_, coerce_timestamps_unit_, truncated_timestamps_allowed_, store_schema_, compliant_nested_types_, engine_version_)); } private: bool write_timestamps_as_int96_; bool coerce_timestamps_enabled_; ::arrow::TimeUnit::type coerce_timestamps_unit_; bool truncated_timestamps_allowed_; bool store_schema_; bool compliant_nested_types_; EngineVersion engine_version_; }; bool support_deprecated_int96_timestamps() const { return write_timestamps_as_int96_; } bool coerce_timestamps_enabled() const { return coerce_timestamps_enabled_; } ::arrow::TimeUnit::type coerce_timestamps_unit() const { return coerce_timestamps_unit_; } bool truncated_timestamps_allowed() const { return truncated_timestamps_allowed_; } bool store_schema() const { return store_schema_; } /// \brief Enable nested type naming according to the parquet specification. /// /// Older versions of arrow wrote out field names for nested lists based on the name /// of the field. According to the parquet specification they should always be /// "element". bool compliant_nested_types() const { return compliant_nested_types_; } /// \brief The underlying engine version to use when writing Arrow data. /// /// V2 is currently the latest V1 is considered deprecated but left in /// place in case there are bugs detected in V2. EngineVersion engine_version() const { return engine_version_; } private: explicit ArrowWriterProperties(bool write_nanos_as_int96, bool coerce_timestamps_enabled, ::arrow::TimeUnit::type coerce_timestamps_unit, bool truncated_timestamps_allowed, bool store_schema, bool compliant_nested_types, EngineVersion engine_version) : write_timestamps_as_int96_(write_nanos_as_int96), coerce_timestamps_enabled_(coerce_timestamps_enabled), coerce_timestamps_unit_(coerce_timestamps_unit), truncated_timestamps_allowed_(truncated_timestamps_allowed), store_schema_(store_schema), compliant_nested_types_(compliant_nested_types), engine_version_(engine_version) {} const bool write_timestamps_as_int96_; const bool coerce_timestamps_enabled_; const ::arrow::TimeUnit::type coerce_timestamps_unit_; const bool truncated_timestamps_allowed_; const bool store_schema_; const bool compliant_nested_types_; const EngineVersion engine_version_; }; /// \brief State object used for writing Arrow data directly to a Parquet /// column chunk. API possibly not stable struct ArrowWriteContext { ArrowWriteContext(MemoryPool* memory_pool, ArrowWriterProperties* properties) : memory_pool(memory_pool), properties(properties), data_buffer(AllocateBuffer(memory_pool)), def_levels_buffer(AllocateBuffer(memory_pool)) {} template ::arrow::Status GetScratchData(const int64_t num_values, T** out) { ARROW_RETURN_NOT_OK(this->data_buffer->Resize(num_values * sizeof(T), false)); *out = reinterpret_cast(this->data_buffer->mutable_data()); return ::arrow::Status::OK(); } MemoryPool* memory_pool; const ArrowWriterProperties* properties; // Buffer used for storing the data of an array converted to the physical type // as expected by parquet-cpp. std::shared_ptr data_buffer; // We use the shared ownership of this buffer std::shared_ptr def_levels_buffer; }; PARQUET_EXPORT std::shared_ptr default_arrow_writer_properties(); } // namespace parquet