be/src/format/parquet/vparquet_reader.h
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1 | | // Licensed to the Apache Software Foundation (ASF) under one |
2 | | // or more contributor license agreements. See the NOTICE file |
3 | | // distributed with this work for additional information |
4 | | // regarding copyright ownership. The ASF licenses this file |
5 | | // to you under the Apache License, Version 2.0 (the |
6 | | // "License"); you may not use this file except in compliance |
7 | | // with the License. You may obtain a copy of the License at |
8 | | // |
9 | | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | | // |
11 | | // Unless required by applicable law or agreed to in writing, |
12 | | // software distributed under the License is distributed on an |
13 | | // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
14 | | // KIND, either express or implied. See the License for the |
15 | | // specific language governing permissions and limitations |
16 | | // under the License. |
17 | | |
18 | | #pragma once |
19 | | |
20 | | #include <gen_cpp/parquet_types.h> |
21 | | #include <stddef.h> |
22 | | #include <stdint.h> |
23 | | |
24 | | #include <list> |
25 | | #include <memory> |
26 | | #include <string> |
27 | | #include <tuple> |
28 | | #include <unordered_map> |
29 | | #include <unordered_set> |
30 | | #include <vector> |
31 | | |
32 | | #include "common/status.h" |
33 | | #include "format/generic_reader.h" |
34 | | #include "format/parquet/parquet_common.h" |
35 | | #include "format/parquet/parquet_predicate.h" |
36 | | #include "format/parquet/vparquet_column_reader.h" |
37 | | #include "format/parquet/vparquet_group_reader.h" |
38 | | #include "format/table/table_format_reader.h" |
39 | | #include "io/file_factory.h" |
40 | | #include "io/fs/file_meta_cache.h" |
41 | | #include "io/fs/file_reader.h" |
42 | | #include "io/fs/file_reader_writer_fwd.h" |
43 | | #include "runtime/runtime_profile.h" |
44 | | #include "storage/olap_scan_common.h" |
45 | | #include "util/obj_lru_cache.h" |
46 | | |
47 | | namespace cctz { |
48 | | class time_zone; |
49 | | } // namespace cctz |
50 | | namespace doris { |
51 | | class RowDescriptor; |
52 | | class RuntimeState; |
53 | | class SlotDescriptor; |
54 | | class TFileRangeDesc; |
55 | | class TFileScanRangeParams; |
56 | | class TupleDescriptor; |
57 | | |
58 | | namespace io { |
59 | | class FileSystem; |
60 | | struct IOContext; |
61 | | } // namespace io |
62 | | class Block; |
63 | | class FileMetaData; |
64 | | class PageIndex; |
65 | | class ShardedKVCache; |
66 | | class VExprContext; |
67 | | } // namespace doris |
68 | | |
69 | | namespace doris { |
70 | | #include "common/compile_check_begin.h" |
71 | | class ParquetReader : public GenericReader { |
72 | | ENABLE_FACTORY_CREATOR(ParquetReader); |
73 | | |
74 | | public: |
75 | | struct ReaderStatistics { |
76 | | int32_t filtered_row_groups = 0; |
77 | | int32_t filtered_row_groups_by_min_max = 0; |
78 | | int32_t filtered_row_groups_by_bloom_filter = 0; |
79 | | int32_t read_row_groups = 0; |
80 | | int64_t filtered_group_rows = 0; |
81 | | int64_t filtered_page_rows = 0; |
82 | | int64_t lazy_read_filtered_rows = 0; |
83 | | int64_t read_rows = 0; |
84 | | int64_t filtered_bytes = 0; |
85 | | int64_t column_read_time = 0; |
86 | | int64_t parse_meta_time = 0; |
87 | | int64_t parse_footer_time = 0; |
88 | | int64_t file_footer_read_calls = 0; |
89 | | int64_t file_footer_hit_cache = 0; |
90 | | int64_t file_reader_create_time = 0; |
91 | | int64_t open_file_num = 0; |
92 | | int64_t row_group_filter_time = 0; |
93 | | int64_t page_index_filter_time = 0; |
94 | | int64_t read_page_index_time = 0; |
95 | | int64_t parse_page_index_time = 0; |
96 | | int64_t predicate_filter_time = 0; |
97 | | int64_t dict_filter_rewrite_time = 0; |
98 | | int64_t bloom_filter_read_time = 0; |
99 | | }; |
100 | | |
101 | | ParquetReader(RuntimeProfile* profile, const TFileScanRangeParams& params, |
102 | | const TFileRangeDesc& range, size_t batch_size, const cctz::time_zone* ctz, |
103 | | io::IOContext* io_ctx, RuntimeState* state, FileMetaCache* meta_cache = nullptr, |
104 | | bool enable_lazy_mat = true); |
105 | | |
106 | | ParquetReader(RuntimeProfile* profile, const TFileScanRangeParams& params, |
107 | | const TFileRangeDesc& range, size_t batch_size, const cctz::time_zone* ctz, |
108 | | std::shared_ptr<io::IOContext> io_ctx_holder, RuntimeState* state, |
109 | | FileMetaCache* meta_cache = nullptr, bool enable_lazy_mat = true); |
110 | | |
111 | | ParquetReader(const TFileScanRangeParams& params, const TFileRangeDesc& range, |
112 | | io::IOContext* io_ctx, RuntimeState* state, FileMetaCache* meta_cache = nullptr, |
113 | | bool enable_lazy_mat = true); |
114 | | |
115 | | ParquetReader(const TFileScanRangeParams& params, const TFileRangeDesc& range, |
116 | | std::shared_ptr<io::IOContext> io_ctx_holder, RuntimeState* state, |
117 | | FileMetaCache* meta_cache = nullptr, bool enable_lazy_mat = true); |
118 | | |
119 | | ~ParquetReader() override; |
120 | | #ifdef BE_TEST |
121 | | // for unit test |
122 | | void set_file_reader(io::FileReaderSPtr file_reader); |
123 | | #endif |
124 | | |
125 | | Status init_reader( |
126 | | const std::vector<std::string>& all_column_names, |
127 | | std::unordered_map<std::string, uint32_t>* col_name_to_block_idx, |
128 | | const VExprContextSPtrs& conjuncts, |
129 | | phmap::flat_hash_map<int, std::vector<std::shared_ptr<ColumnPredicate>>>& |
130 | | slot_id_to_predicates, |
131 | | const TupleDescriptor* tuple_descriptor, const RowDescriptor* row_descriptor, |
132 | | const std::unordered_map<std::string, int>* colname_to_slot_id, |
133 | | const VExprContextSPtrs* not_single_slot_filter_conjuncts, |
134 | | const std::unordered_map<int, VExprContextSPtrs>* slot_id_to_filter_conjuncts, |
135 | | std::shared_ptr<TableSchemaChangeHelper::Node> table_info_node_ptr = |
136 | | TableSchemaChangeHelper::ConstNode::get_instance(), |
137 | | bool filter_groups = true, const std::set<uint64_t>& column_ids = {}, |
138 | | const std::set<uint64_t>& filter_column_ids = {}); |
139 | | |
140 | | Status get_next_block(Block* block, size_t* read_rows, bool* eof) override; |
141 | | |
142 | | Status close() override; |
143 | | |
144 | | // set the delete rows in current parquet file |
145 | 0 | void set_delete_rows(const std::vector<int64_t>* delete_rows) { _delete_rows = delete_rows; } |
146 | | |
147 | 0 | int64_t size() const { return _file_reader->size(); } |
148 | | |
149 | | Status get_columns(std::unordered_map<std::string, DataTypePtr>* name_to_type, |
150 | | std::unordered_set<std::string>* missing_cols) override; |
151 | | |
152 | | Status init_schema_reader() override; |
153 | | |
154 | | Status get_parsed_schema(std::vector<std::string>* col_names, |
155 | | std::vector<DataTypePtr>* col_types) override; |
156 | | |
157 | 0 | ReaderStatistics& reader_statistics() { return _reader_statistics; } |
158 | | |
159 | 0 | const tparquet::FileMetaData* get_meta_data() const { return _t_metadata; } |
160 | | |
161 | | // Partition columns will not be materialized in parquet files. So we should fill it with missing columns. |
162 | | Status set_fill_columns( |
163 | | const std::unordered_map<std::string, std::tuple<std::string, const SlotDescriptor*>>& |
164 | | partition_columns, |
165 | | const std::unordered_map<std::string, VExprContextSPtr>& missing_columns) override; |
166 | | |
167 | | Status get_file_metadata_schema(const FieldDescriptor** ptr); |
168 | | |
169 | | void set_row_id_column_iterator( |
170 | 13 | std::pair<std::shared_ptr<RowIdColumnIteratorV2>, int> iterator_pair) { |
171 | 13 | _row_id_column_iterator_pair = iterator_pair; |
172 | 13 | } |
173 | | |
174 | 184 | bool count_read_rows() override { return true; } |
175 | | |
176 | | protected: |
177 | | void _collect_profile_before_close() override; |
178 | | |
179 | | private: |
180 | | struct ParquetProfile { |
181 | | RuntimeProfile::Counter* filtered_row_groups = nullptr; |
182 | | RuntimeProfile::Counter* filtered_row_groups_by_min_max = nullptr; |
183 | | RuntimeProfile::Counter* filtered_row_groups_by_bloom_filter = nullptr; |
184 | | RuntimeProfile::Counter* to_read_row_groups = nullptr; |
185 | | RuntimeProfile::Counter* total_row_groups = nullptr; |
186 | | RuntimeProfile::Counter* filtered_group_rows = nullptr; |
187 | | RuntimeProfile::Counter* filtered_page_rows = nullptr; |
188 | | RuntimeProfile::Counter* lazy_read_filtered_rows = nullptr; |
189 | | RuntimeProfile::Counter* filtered_bytes = nullptr; |
190 | | RuntimeProfile::Counter* raw_rows_read = nullptr; |
191 | | RuntimeProfile::Counter* column_read_time = nullptr; |
192 | | RuntimeProfile::Counter* parse_meta_time = nullptr; |
193 | | RuntimeProfile::Counter* parse_footer_time = nullptr; |
194 | | RuntimeProfile::Counter* file_reader_create_time = nullptr; |
195 | | RuntimeProfile::Counter* open_file_num = nullptr; |
196 | | RuntimeProfile::Counter* row_group_filter_time = nullptr; |
197 | | RuntimeProfile::Counter* page_index_read_calls = nullptr; |
198 | | RuntimeProfile::Counter* page_index_filter_time = nullptr; |
199 | | RuntimeProfile::Counter* read_page_index_time = nullptr; |
200 | | RuntimeProfile::Counter* parse_page_index_time = nullptr; |
201 | | RuntimeProfile::Counter* file_footer_read_calls = nullptr; |
202 | | RuntimeProfile::Counter* file_footer_hit_cache = nullptr; |
203 | | RuntimeProfile::Counter* decompress_time = nullptr; |
204 | | RuntimeProfile::Counter* decompress_cnt = nullptr; |
205 | | RuntimeProfile::Counter* page_read_counter = nullptr; |
206 | | RuntimeProfile::Counter* page_cache_write_counter = nullptr; |
207 | | RuntimeProfile::Counter* page_cache_compressed_write_counter = nullptr; |
208 | | RuntimeProfile::Counter* page_cache_decompressed_write_counter = nullptr; |
209 | | RuntimeProfile::Counter* page_cache_hit_counter = nullptr; |
210 | | RuntimeProfile::Counter* page_cache_missing_counter = nullptr; |
211 | | RuntimeProfile::Counter* page_cache_compressed_hit_counter = nullptr; |
212 | | RuntimeProfile::Counter* page_cache_decompressed_hit_counter = nullptr; |
213 | | RuntimeProfile::Counter* decode_header_time = nullptr; |
214 | | RuntimeProfile::Counter* read_page_header_time = nullptr; |
215 | | RuntimeProfile::Counter* decode_value_time = nullptr; |
216 | | RuntimeProfile::Counter* decode_dict_time = nullptr; |
217 | | RuntimeProfile::Counter* decode_level_time = nullptr; |
218 | | RuntimeProfile::Counter* decode_null_map_time = nullptr; |
219 | | RuntimeProfile::Counter* skip_page_header_num = nullptr; |
220 | | RuntimeProfile::Counter* parse_page_header_num = nullptr; |
221 | | RuntimeProfile::Counter* predicate_filter_time = nullptr; |
222 | | RuntimeProfile::Counter* dict_filter_rewrite_time = nullptr; |
223 | | RuntimeProfile::Counter* bloom_filter_read_time = nullptr; |
224 | | }; |
225 | | |
226 | | Status _open_file(); |
227 | | void _init_profile(); |
228 | | void _close_internal(); |
229 | | Status _next_row_group_reader(); |
230 | | RowGroupReader::PositionDeleteContext _get_position_delete_ctx( |
231 | | const tparquet::RowGroup& row_group, |
232 | | const RowGroupReader::RowGroupIndex& row_group_index); |
233 | | void _init_system_properties(); |
234 | | void _init_file_description(); |
235 | | |
236 | | // At the beginning of reading next row group, index should be loaded and used to filter data efficiently. |
237 | | Status _process_page_index_filter( |
238 | | const tparquet::RowGroup& row_group, |
239 | | const RowGroupReader::RowGroupIndex& row_group_index, |
240 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
241 | | RowRanges* candidate_row_ranges); |
242 | | |
243 | | // check this range contain this row group. |
244 | | bool _is_misaligned_range_group(const tparquet::RowGroup& row_group); |
245 | | |
246 | | // Row Group min-max Filter |
247 | | Status _process_column_stat_filter( |
248 | | const tparquet::RowGroup& row_group, |
249 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
250 | | bool* filter_group, bool* filtered_by_min_max, bool* filtered_by_bloom_filter); |
251 | | |
252 | | /* |
253 | | * 1. row group min-max filter |
254 | | * 2. row group bloom filter |
255 | | * 3. page index min-max filter |
256 | | * |
257 | | * return Status && row_ranges (lines to be read) |
258 | | */ |
259 | | Status _process_min_max_bloom_filter( |
260 | | const RowGroupReader::RowGroupIndex& row_group_index, |
261 | | const tparquet::RowGroup& row_group, |
262 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
263 | | RowRanges* row_ranges); |
264 | | |
265 | | int64_t _get_column_start_offset(const tparquet::ColumnMetaData& column_init_column_readers); |
266 | 0 | std::string _meta_cache_key(const std::string& path) { return "meta_" + path; } |
267 | | std::vector<io::PrefetchRange> _generate_random_access_ranges( |
268 | | const RowGroupReader::RowGroupIndex& group, size_t* avg_io_size); |
269 | | void _collect_profile(); |
270 | | |
271 | 27 | Status _set_read_one_line_impl() override { return Status::OK(); } |
272 | | |
273 | | bool _exists_in_file(const std::string& expr_name) const; |
274 | | bool _type_matches(const int cid) const; |
275 | | |
276 | | RuntimeProfile* _profile = nullptr; |
277 | | const TFileScanRangeParams& _scan_params; |
278 | | const TFileRangeDesc& _scan_range; |
279 | | io::FileSystemProperties _system_properties; |
280 | | io::FileDescription _file_description; |
281 | | |
282 | | // the following fields are for parquet meta data cache. |
283 | | // if _meta_cache is not null, the _file_metadata will be got from _meta_cache, |
284 | | // and it is owned by _meta_cache_handle. |
285 | | // if _meta_cache is null, _file_metadata will be managed by _file_metadata_ptr, |
286 | | // which will be released when deconstructing. |
287 | | // ATTN: these fields must be before _file_reader, to make sure they will be released |
288 | | // after _file_reader. Otherwise, there may be heap-use-after-free bug. |
289 | | ObjLRUCache::CacheHandle _meta_cache_handle; |
290 | | std::unique_ptr<FileMetaData> _file_metadata_ptr; |
291 | | const FileMetaData* _file_metadata = nullptr; |
292 | | const tparquet::FileMetaData* _t_metadata = nullptr; |
293 | | |
294 | | // _tracing_file_reader wraps _file_reader. |
295 | | // _file_reader is original file reader. |
296 | | // _tracing_file_reader is tracing file reader with io context. |
297 | | // If io_ctx is null, _tracing_file_reader will be the same as file_reader. |
298 | | io::FileReaderSPtr _file_reader = nullptr; |
299 | | io::FileReaderSPtr _tracing_file_reader = nullptr; |
300 | | std::unique_ptr<RowGroupReader> _current_group_reader; |
301 | | |
302 | | RowGroupReader::RowGroupIndex _current_row_group_index {-1, 0, 0}; |
303 | | // read to the end of current reader |
304 | | bool _row_group_eof = true; |
305 | | size_t _total_groups; // num of groups(stripes) of a parquet(orc) file |
306 | | |
307 | | // Through this node, you can find the file column based on the table column. |
308 | | std::shared_ptr<TableSchemaChangeHelper::Node> _table_info_node_ptr = |
309 | | TableSchemaChangeHelper::ConstNode::get_instance(); |
310 | | |
311 | | //sequence in file, need to read |
312 | | std::vector<std::string> _read_table_columns; |
313 | | std::vector<std::string> _read_file_columns; |
314 | | // The set of file columns to be read; only columns within this set will be filtered using the min-max predicate. |
315 | | std::set<std::string> _read_table_columns_set; |
316 | | // Deleted rows will be marked by Iceberg/Paimon. So we should filter deleted rows when reading it. |
317 | | const std::vector<int64_t>* _delete_rows = nullptr; |
318 | | int64_t _delete_rows_index = 0; |
319 | | |
320 | | // Used for column lazy read. |
321 | | RowGroupReader::LazyReadContext _lazy_read_ctx; |
322 | | |
323 | | // parquet file reader object |
324 | | size_t _batch_size; |
325 | | int64_t _range_start_offset; |
326 | | int64_t _range_size; |
327 | | const cctz::time_zone* _ctz = nullptr; |
328 | | |
329 | | std::unordered_map<int, tparquet::OffsetIndex> _col_offsets; |
330 | | |
331 | | std::vector<std::string> _missing_cols; |
332 | | // _table_column_names = _missing_cols + _read_table_columns |
333 | | const std::vector<std::string>* _table_column_names = nullptr; |
334 | | |
335 | | ReaderStatistics _reader_statistics; |
336 | | ParquetColumnReader::ColumnStatistics _column_statistics; |
337 | | ParquetProfile _parquet_profile; |
338 | | bool _closed = false; |
339 | | io::IOContext* _io_ctx = nullptr; |
340 | | std::shared_ptr<io::IOContext> _io_ctx_holder; |
341 | | RuntimeState* _state = nullptr; |
342 | | bool _enable_lazy_mat = true; |
343 | | bool _enable_filter_by_min_max = true; |
344 | | bool _enable_filter_by_bloom_filter = true; |
345 | | const TupleDescriptor* _tuple_descriptor = nullptr; |
346 | | const RowDescriptor* _row_descriptor = nullptr; |
347 | | const std::unordered_map<std::string, int>* _colname_to_slot_id = nullptr; |
348 | | const VExprContextSPtrs* _not_single_slot_filter_conjuncts = nullptr; |
349 | | const std::unordered_map<int, VExprContextSPtrs>* _slot_id_to_filter_conjuncts = nullptr; |
350 | | std::unordered_map<tparquet::Type::type, bool> _ignored_stats; |
351 | | |
352 | | std::pair<std::shared_ptr<RowIdColumnIteratorV2>, int> _row_id_column_iterator_pair = {nullptr, |
353 | | -1}; |
354 | | bool _filter_groups = true; |
355 | | |
356 | | std::set<uint64_t> _column_ids; |
357 | | std::set<uint64_t> _filter_column_ids; |
358 | | |
359 | | std::unordered_map<std::string, uint32_t>* _col_name_to_block_idx = nullptr; |
360 | | |
361 | | std::vector<std::unique_ptr<MutilColumnBlockPredicate>> _push_down_predicates; |
362 | | Arena _arena; |
363 | | }; |
364 | | #include "common/compile_check_end.h" |
365 | | |
366 | | } // namespace doris |