File size: 8,791 Bytes
9c6594c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 |
// 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 <array>
#include <chrono>
#include <cstdint>
#include <cstring>
#include <memory>
#include <optional>
#include <string>
#include <vector>
#include "parquet/column_reader.h"
#include "parquet/file_reader.h"
#include "parquet/stream_writer.h"
namespace parquet {
/// \brief A class for reading Parquet files using an output stream type API.
///
/// The values given must be of the correct type i.e. the type must
/// match the file schema exactly otherwise a ParquetException will be
/// thrown.
///
/// The user must explicitly advance to the next row using the
/// EndRow() function or EndRow input manipulator.
///
/// Required and optional fields are supported:
/// - Required fields are read using operator>>(T)
/// - Optional fields are read with
/// operator>>(std::optional<T>)
///
/// Note that operator>>(std::optional<T>) can be used to read
/// required fields.
///
/// Similarly operator>>(T) can be used to read optional fields.
/// However, if the value is not present then a ParquetException will
/// be raised.
///
/// Currently there is no support for repeated fields.
///
class PARQUET_EXPORT StreamReader {
public:
template <typename T>
using optional = ::std::optional<T>;
// N.B. Default constructed objects are not usable. This
// constructor is provided so that the object may be move
// assigned afterwards.
StreamReader() = default;
explicit StreamReader(std::unique_ptr<ParquetFileReader> reader);
~StreamReader() = default;
bool eof() const { return eof_; }
int current_column() const { return column_index_; }
int64_t current_row() const { return current_row_; }
int num_columns() const;
int64_t num_rows() const;
// Moving is possible.
StreamReader(StreamReader&&) = default;
StreamReader& operator=(StreamReader&&) = default;
// Copying is not allowed.
StreamReader(const StreamReader&) = delete;
StreamReader& operator=(const StreamReader&) = delete;
StreamReader& operator>>(bool& v);
StreamReader& operator>>(int8_t& v);
StreamReader& operator>>(uint8_t& v);
StreamReader& operator>>(int16_t& v);
StreamReader& operator>>(uint16_t& v);
StreamReader& operator>>(int32_t& v);
StreamReader& operator>>(uint32_t& v);
StreamReader& operator>>(int64_t& v);
StreamReader& operator>>(uint64_t& v);
StreamReader& operator>>(std::chrono::milliseconds& v);
StreamReader& operator>>(std::chrono::microseconds& v);
StreamReader& operator>>(float& v);
StreamReader& operator>>(double& v);
StreamReader& operator>>(char& v);
template <int N>
StreamReader& operator>>(char (&v)[N]) {
ReadFixedLength(v, N);
return *this;
}
template <std::size_t N>
StreamReader& operator>>(std::array<char, N>& v) {
ReadFixedLength(v.data(), static_cast<int>(N));
return *this;
}
// N.B. Cannot allow for reading to a arbitrary char pointer as the
// length cannot be verified. Also it would overshadow the
// char[N] input operator.
// StreamReader& operator>>(char * v);
StreamReader& operator>>(std::string& v);
StreamReader& operator>>(::arrow::Decimal128& v);
// Input operators for optional fields.
StreamReader& operator>>(optional<bool>& v);
StreamReader& operator>>(optional<int8_t>& v);
StreamReader& operator>>(optional<uint8_t>& v);
StreamReader& operator>>(optional<int16_t>& v);
StreamReader& operator>>(optional<uint16_t>& v);
StreamReader& operator>>(optional<int32_t>& v);
StreamReader& operator>>(optional<uint32_t>& v);
StreamReader& operator>>(optional<int64_t>& v);
StreamReader& operator>>(optional<uint64_t>& v);
StreamReader& operator>>(optional<float>& v);
StreamReader& operator>>(optional<double>& v);
StreamReader& operator>>(optional<std::chrono::milliseconds>& v);
StreamReader& operator>>(optional<std::chrono::microseconds>& v);
StreamReader& operator>>(optional<char>& v);
StreamReader& operator>>(optional<std::string>& v);
StreamReader& operator>>(optional<::arrow::Decimal128>& v);
template <std::size_t N>
StreamReader& operator>>(optional<std::array<char, N>>& v) {
CheckColumn(Type::FIXED_LEN_BYTE_ARRAY, ConvertedType::NONE, N);
FixedLenByteArray flba;
if (ReadOptional(&flba)) {
v = std::array<char, N>{};
std::memcpy(v->data(), flba.ptr, N);
} else {
v.reset();
}
return *this;
}
/// \brief Terminate current row and advance to next one.
/// \throws ParquetException if all columns in the row were not
/// read or skipped.
void EndRow();
/// \brief Skip the data in the next columns.
/// If the number of columns exceeds the columns remaining on the
/// current row then skipping is terminated - it does _not_ continue
/// skipping columns on the next row.
/// Skipping of columns still requires the use 'EndRow' even if all
/// remaining columns were skipped.
/// \return Number of columns actually skipped.
int64_t SkipColumns(int64_t num_columns_to_skip);
/// \brief Skip the data in the next rows.
/// Skipping of rows is not allowed if reading of data for the
/// current row is not finished.
/// Skipping of rows will be terminated if the end of file is
/// reached.
/// \return Number of rows actually skipped.
int64_t SkipRows(int64_t num_rows_to_skip);
protected:
[[noreturn]] void ThrowReadFailedException(
const std::shared_ptr<schema::PrimitiveNode>& node);
template <typename ReaderType, typename T>
void Read(T* v) {
const auto& node = nodes_[column_index_];
auto reader = static_cast<ReaderType*>(column_readers_[column_index_++].get());
int16_t def_level;
int16_t rep_level;
int64_t values_read;
reader->ReadBatch(kBatchSizeOne, &def_level, &rep_level, v, &values_read);
if (values_read != 1) {
ThrowReadFailedException(node);
}
}
template <typename ReaderType, typename ReadType, typename T>
void Read(T* v) {
const auto& node = nodes_[column_index_];
auto reader = static_cast<ReaderType*>(column_readers_[column_index_++].get());
int16_t def_level;
int16_t rep_level;
ReadType tmp;
int64_t values_read;
reader->ReadBatch(kBatchSizeOne, &def_level, &rep_level, &tmp, &values_read);
if (values_read == 1) {
*v = tmp;
} else {
ThrowReadFailedException(node);
}
}
template <typename ReaderType, typename ReadType = typename ReaderType::T, typename T>
void ReadOptional(optional<T>* v) {
const auto& node = nodes_[column_index_];
auto reader = static_cast<ReaderType*>(column_readers_[column_index_++].get());
int16_t def_level;
int16_t rep_level;
ReadType tmp;
int64_t values_read;
reader->ReadBatch(kBatchSizeOne, &def_level, &rep_level, &tmp, &values_read);
if (values_read == 1) {
*v = T(tmp);
} else if ((values_read == 0) && (def_level == 0)) {
v->reset();
} else {
ThrowReadFailedException(node);
}
}
void ReadFixedLength(char* ptr, int len);
void Read(ByteArray* v);
void Read(FixedLenByteArray* v);
bool ReadOptional(ByteArray* v);
bool ReadOptional(FixedLenByteArray* v);
void NextRowGroup();
void CheckColumn(Type::type physical_type, ConvertedType::type converted_type,
int length = 0);
void SkipRowsInColumn(ColumnReader* reader, int64_t num_rows_to_skip);
void SetEof();
private:
std::unique_ptr<ParquetFileReader> file_reader_;
std::shared_ptr<FileMetaData> file_metadata_;
std::shared_ptr<RowGroupReader> row_group_reader_;
std::vector<std::shared_ptr<ColumnReader>> column_readers_;
std::vector<std::shared_ptr<schema::PrimitiveNode>> nodes_;
bool eof_{true};
int row_group_index_{0};
int column_index_{0};
int64_t current_row_{0};
int64_t row_group_row_offset_{0};
static constexpr int64_t kBatchSizeOne = 1;
}; // namespace parquet
PARQUET_EXPORT
StreamReader& operator>>(StreamReader&, EndRowType);
} // namespace parquet
|