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 | | struct RowLineageColumns; |
68 | | } // namespace doris |
69 | | |
70 | | namespace doris { |
71 | | #include "common/compile_check_begin.h" |
72 | | class ParquetReader : public GenericReader { |
73 | | ENABLE_FACTORY_CREATOR(ParquetReader); |
74 | | |
75 | | public: |
76 | | struct ReaderStatistics { |
77 | | int32_t filtered_row_groups = 0; |
78 | | int32_t filtered_row_groups_by_min_max = 0; |
79 | | int32_t filtered_row_groups_by_bloom_filter = 0; |
80 | | int32_t read_row_groups = 0; |
81 | | int64_t filtered_group_rows = 0; |
82 | | int64_t filtered_page_rows = 0; |
83 | | int64_t lazy_read_filtered_rows = 0; |
84 | | int64_t read_rows = 0; |
85 | | int64_t filtered_bytes = 0; |
86 | | int64_t column_read_time = 0; |
87 | | int64_t parse_meta_time = 0; |
88 | | int64_t parse_footer_time = 0; |
89 | | int64_t file_footer_read_calls = 0; |
90 | | int64_t file_footer_hit_cache = 0; |
91 | | int64_t file_reader_create_time = 0; |
92 | | int64_t open_file_num = 0; |
93 | | int64_t row_group_filter_time = 0; |
94 | | int64_t page_index_filter_time = 0; |
95 | | int64_t read_page_index_time = 0; |
96 | | int64_t parse_page_index_time = 0; |
97 | | int64_t predicate_filter_time = 0; |
98 | | int64_t dict_filter_rewrite_time = 0; |
99 | | int64_t bloom_filter_read_time = 0; |
100 | | }; |
101 | | |
102 | | ParquetReader(RuntimeProfile* profile, const TFileScanRangeParams& params, |
103 | | const TFileRangeDesc& range, size_t batch_size, const cctz::time_zone* ctz, |
104 | | io::IOContext* io_ctx, RuntimeState* state, FileMetaCache* meta_cache = nullptr, |
105 | | bool enable_lazy_mat = true); |
106 | | |
107 | | ParquetReader(RuntimeProfile* profile, const TFileScanRangeParams& params, |
108 | | const TFileRangeDesc& range, size_t batch_size, const cctz::time_zone* ctz, |
109 | | std::shared_ptr<io::IOContext> io_ctx_holder, RuntimeState* state, |
110 | | FileMetaCache* meta_cache = nullptr, bool enable_lazy_mat = true); |
111 | | |
112 | | ParquetReader(const TFileScanRangeParams& params, const TFileRangeDesc& range, |
113 | | io::IOContext* io_ctx, RuntimeState* state, FileMetaCache* meta_cache = nullptr, |
114 | | bool enable_lazy_mat = true); |
115 | | |
116 | | ParquetReader(const TFileScanRangeParams& params, const TFileRangeDesc& range, |
117 | | std::shared_ptr<io::IOContext> io_ctx_holder, RuntimeState* state, |
118 | | FileMetaCache* meta_cache = nullptr, bool enable_lazy_mat = true); |
119 | | |
120 | | ~ParquetReader() override; |
121 | | #ifdef BE_TEST |
122 | | // for unit test |
123 | | void set_file_reader(io::FileReaderSPtr file_reader); |
124 | | #endif |
125 | | |
126 | | Status init_reader( |
127 | | const std::vector<std::string>& all_column_names, |
128 | | std::unordered_map<std::string, uint32_t>* col_name_to_block_idx, |
129 | | const VExprContextSPtrs& conjuncts, |
130 | | phmap::flat_hash_map<int, std::vector<std::shared_ptr<ColumnPredicate>>>& |
131 | | slot_id_to_predicates, |
132 | | const TupleDescriptor* tuple_descriptor, const RowDescriptor* row_descriptor, |
133 | | const std::unordered_map<std::string, int>* colname_to_slot_id, |
134 | | const VExprContextSPtrs* not_single_slot_filter_conjuncts, |
135 | | const std::unordered_map<int, VExprContextSPtrs>* slot_id_to_filter_conjuncts, |
136 | | std::shared_ptr<TableSchemaChangeHelper::Node> table_info_node_ptr = |
137 | | TableSchemaChangeHelper::ConstNode::get_instance(), |
138 | | bool filter_groups = true, const std::set<uint64_t>& column_ids = {}, |
139 | | const std::set<uint64_t>& filter_column_ids = {}); |
140 | | |
141 | | Status get_next_block(Block* block, size_t* read_rows, bool* eof) override; |
142 | | |
143 | | Status close() override; |
144 | | |
145 | | // set the delete rows in current parquet file |
146 | 2 | void set_delete_rows(const std::vector<int64_t>* delete_rows) { _delete_rows = delete_rows; } |
147 | | |
148 | 0 | int64_t size() const { return _file_reader->size(); } |
149 | | |
150 | | Status get_columns(std::unordered_map<std::string, DataTypePtr>* name_to_type, |
151 | | std::unordered_set<std::string>* missing_cols) override; |
152 | | |
153 | | Status init_schema_reader() override; |
154 | | |
155 | | Status get_parsed_schema(std::vector<std::string>* col_names, |
156 | | std::vector<DataTypePtr>* col_types) override; |
157 | | |
158 | 0 | ReaderStatistics& reader_statistics() { return _reader_statistics; } |
159 | | |
160 | 0 | const tparquet::FileMetaData* get_meta_data() const { return _t_metadata; } |
161 | | |
162 | | // Partition columns will not be materialized in parquet files. So we should fill it with missing columns. |
163 | | Status set_fill_columns( |
164 | | const std::unordered_map<std::string, std::tuple<std::string, const SlotDescriptor*>>& |
165 | | partition_columns, |
166 | | const std::unordered_map<std::string, VExprContextSPtr>& missing_columns) override; |
167 | | |
168 | | Status get_file_metadata_schema(const FieldDescriptor** ptr); |
169 | | |
170 | | void set_row_id_column_iterator( |
171 | 5 | std::pair<std::shared_ptr<RowIdColumnIteratorV2>, int> iterator_pair) { |
172 | 5 | _row_id_column_iterator_pair = iterator_pair; |
173 | 5 | } |
174 | | |
175 | | void set_iceberg_rowid_params(const std::string& file_path, int32_t partition_spec_id, |
176 | | const std::string& partition_data_json, int row_id_column_pos); |
177 | | |
178 | 0 | void set_row_lineage_columns(std::shared_ptr<RowLineageColumns> row_lineage_columns) { |
179 | 0 | _row_lineage_columns = std::move(row_lineage_columns); |
180 | 0 | } |
181 | | |
182 | 14 | bool count_read_rows() override { return true; } |
183 | | |
184 | | void set_condition_cache_context(std::shared_ptr<ConditionCacheContext> ctx) override; |
185 | | |
186 | | int64_t get_total_rows() const override; |
187 | | |
188 | 4 | bool has_delete_operations() const override { |
189 | 4 | return _delete_rows != nullptr && !_delete_rows->empty(); |
190 | 4 | } |
191 | | |
192 | | protected: |
193 | | void _collect_profile_before_close() override; |
194 | | |
195 | | private: |
196 | | struct ParquetProfile { |
197 | | RuntimeProfile::Counter* filtered_row_groups = nullptr; |
198 | | RuntimeProfile::Counter* filtered_row_groups_by_min_max = nullptr; |
199 | | RuntimeProfile::Counter* filtered_row_groups_by_bloom_filter = nullptr; |
200 | | RuntimeProfile::Counter* to_read_row_groups = nullptr; |
201 | | RuntimeProfile::Counter* total_row_groups = nullptr; |
202 | | RuntimeProfile::Counter* filtered_group_rows = nullptr; |
203 | | RuntimeProfile::Counter* filtered_page_rows = nullptr; |
204 | | RuntimeProfile::Counter* lazy_read_filtered_rows = nullptr; |
205 | | RuntimeProfile::Counter* filtered_bytes = nullptr; |
206 | | RuntimeProfile::Counter* raw_rows_read = nullptr; |
207 | | RuntimeProfile::Counter* column_read_time = nullptr; |
208 | | RuntimeProfile::Counter* parse_meta_time = nullptr; |
209 | | RuntimeProfile::Counter* parse_footer_time = nullptr; |
210 | | RuntimeProfile::Counter* file_reader_create_time = nullptr; |
211 | | RuntimeProfile::Counter* open_file_num = nullptr; |
212 | | RuntimeProfile::Counter* row_group_filter_time = nullptr; |
213 | | RuntimeProfile::Counter* page_index_read_calls = nullptr; |
214 | | RuntimeProfile::Counter* page_index_filter_time = nullptr; |
215 | | RuntimeProfile::Counter* read_page_index_time = nullptr; |
216 | | RuntimeProfile::Counter* parse_page_index_time = nullptr; |
217 | | RuntimeProfile::Counter* file_footer_read_calls = nullptr; |
218 | | RuntimeProfile::Counter* file_footer_hit_cache = nullptr; |
219 | | RuntimeProfile::Counter* decompress_time = nullptr; |
220 | | RuntimeProfile::Counter* decompress_cnt = nullptr; |
221 | | RuntimeProfile::Counter* page_read_counter = nullptr; |
222 | | RuntimeProfile::Counter* page_cache_write_counter = nullptr; |
223 | | RuntimeProfile::Counter* page_cache_compressed_write_counter = nullptr; |
224 | | RuntimeProfile::Counter* page_cache_decompressed_write_counter = nullptr; |
225 | | RuntimeProfile::Counter* page_cache_hit_counter = nullptr; |
226 | | RuntimeProfile::Counter* page_cache_missing_counter = nullptr; |
227 | | RuntimeProfile::Counter* page_cache_compressed_hit_counter = nullptr; |
228 | | RuntimeProfile::Counter* page_cache_decompressed_hit_counter = nullptr; |
229 | | RuntimeProfile::Counter* decode_header_time = nullptr; |
230 | | RuntimeProfile::Counter* read_page_header_time = nullptr; |
231 | | RuntimeProfile::Counter* decode_value_time = nullptr; |
232 | | RuntimeProfile::Counter* decode_dict_time = nullptr; |
233 | | RuntimeProfile::Counter* decode_level_time = nullptr; |
234 | | RuntimeProfile::Counter* decode_null_map_time = nullptr; |
235 | | RuntimeProfile::Counter* skip_page_header_num = nullptr; |
236 | | RuntimeProfile::Counter* parse_page_header_num = nullptr; |
237 | | RuntimeProfile::Counter* predicate_filter_time = nullptr; |
238 | | RuntimeProfile::Counter* dict_filter_rewrite_time = nullptr; |
239 | | RuntimeProfile::Counter* bloom_filter_read_time = nullptr; |
240 | | }; |
241 | | |
242 | | Status _open_file(); |
243 | | void _init_profile(); |
244 | | void _close_internal(); |
245 | | Status _next_row_group_reader(); |
246 | | RowGroupReader::PositionDeleteContext _get_position_delete_ctx( |
247 | | const tparquet::RowGroup& row_group, |
248 | | const RowGroupReader::RowGroupIndex& row_group_index); |
249 | | void _init_system_properties(); |
250 | | void _init_file_description(); |
251 | | |
252 | | // At the beginning of reading next row group, index should be loaded and used to filter data efficiently. |
253 | | Status _process_page_index_filter( |
254 | | const tparquet::RowGroup& row_group, |
255 | | const RowGroupReader::RowGroupIndex& row_group_index, |
256 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
257 | | RowRanges* candidate_row_ranges); |
258 | | |
259 | | // check this range contain this row group. |
260 | | bool _is_misaligned_range_group(const tparquet::RowGroup& row_group) const; |
261 | | |
262 | | // Row Group min-max Filter |
263 | | Status _process_column_stat_filter( |
264 | | const tparquet::RowGroup& row_group, |
265 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
266 | | bool* filter_group, bool* filtered_by_min_max, bool* filtered_by_bloom_filter); |
267 | | |
268 | | /* |
269 | | * 1. row group min-max filter |
270 | | * 2. row group bloom filter |
271 | | * 3. page index min-max filter |
272 | | * |
273 | | * return Status && row_ranges (lines to be read) |
274 | | */ |
275 | | Status _process_min_max_bloom_filter( |
276 | | const RowGroupReader::RowGroupIndex& row_group_index, |
277 | | const tparquet::RowGroup& row_group, |
278 | | const std::vector<std::unique_ptr<MutilColumnBlockPredicate>>& push_down_pred, |
279 | | RowRanges* row_ranges); |
280 | | |
281 | | int64_t _get_column_start_offset( |
282 | | const tparquet::ColumnMetaData& column_init_column_readers) const; |
283 | 0 | std::string _meta_cache_key(const std::string& path) { return "meta_" + path; } |
284 | | std::vector<io::PrefetchRange> _generate_random_access_ranges( |
285 | | const RowGroupReader::RowGroupIndex& group, size_t* avg_io_size); |
286 | | void _collect_profile(); |
287 | | |
288 | 19 | Status _set_read_one_line_impl() override { return Status::OK(); } |
289 | | |
290 | | bool _exists_in_file(const std::string& expr_name) const; |
291 | | bool _type_matches(const int cid) const; |
292 | | |
293 | | RuntimeProfile* _profile = nullptr; |
294 | | const TFileScanRangeParams& _scan_params; |
295 | | const TFileRangeDesc& _scan_range; |
296 | | io::FileSystemProperties _system_properties; |
297 | | io::FileDescription _file_description; |
298 | | |
299 | | // the following fields are for parquet meta data cache. |
300 | | // if _meta_cache is not null, the _file_metadata will be got from _meta_cache, |
301 | | // and it is owned by _meta_cache_handle. |
302 | | // if _meta_cache is null, _file_metadata will be managed by _file_metadata_ptr, |
303 | | // which will be released when deconstructing. |
304 | | // ATTN: these fields must be before _file_reader, to make sure they will be released |
305 | | // after _file_reader. Otherwise, there may be heap-use-after-free bug. |
306 | | ObjLRUCache::CacheHandle _meta_cache_handle; |
307 | | std::unique_ptr<FileMetaData> _file_metadata_ptr; |
308 | | const FileMetaData* _file_metadata = nullptr; |
309 | | const tparquet::FileMetaData* _t_metadata = nullptr; |
310 | | |
311 | | // _tracing_file_reader wraps _file_reader. |
312 | | // _file_reader is original file reader. |
313 | | // _tracing_file_reader is tracing file reader with io context. |
314 | | // If io_ctx is null, _tracing_file_reader will be the same as file_reader. |
315 | | io::FileReaderSPtr _file_reader = nullptr; |
316 | | io::FileReaderSPtr _tracing_file_reader = nullptr; |
317 | | std::unique_ptr<RowGroupReader> _current_group_reader; |
318 | | |
319 | | RowGroupReader::RowGroupIndex _current_row_group_index {-1, 0, 0}; |
320 | | // read to the end of current reader |
321 | | bool _row_group_eof = true; |
322 | | size_t _total_groups; // num of groups(stripes) of a parquet(orc) file |
323 | | |
324 | | std::shared_ptr<ConditionCacheContext> _condition_cache_ctx; |
325 | | |
326 | | // Through this node, you can find the file column based on the table column. |
327 | | std::shared_ptr<TableSchemaChangeHelper::Node> _table_info_node_ptr = |
328 | | TableSchemaChangeHelper::ConstNode::get_instance(); |
329 | | |
330 | | //sequence in file, need to read |
331 | | std::vector<std::string> _read_table_columns; |
332 | | std::vector<std::string> _read_file_columns; |
333 | | // The set of file columns to be read; only columns within this set will be filtered using the min-max predicate. |
334 | | std::set<std::string> _read_table_columns_set; |
335 | | // Deleted rows will be marked by Iceberg/Paimon. So we should filter deleted rows when reading it. |
336 | | const std::vector<int64_t>* _delete_rows = nullptr; |
337 | | int64_t _delete_rows_index = 0; |
338 | | |
339 | | // Used for column lazy read. |
340 | | RowGroupReader::LazyReadContext _lazy_read_ctx; |
341 | | |
342 | | // parquet file reader object |
343 | | size_t _batch_size; |
344 | | int64_t _range_start_offset; |
345 | | int64_t _range_size; |
346 | | const cctz::time_zone* _ctz = nullptr; |
347 | | |
348 | | std::unordered_map<int, tparquet::OffsetIndex> _col_offsets; |
349 | | |
350 | | std::vector<std::string> _missing_cols; |
351 | | // _table_column_names = _missing_cols + _read_table_columns |
352 | | const std::vector<std::string>* _table_column_names = nullptr; |
353 | | |
354 | | ReaderStatistics _reader_statistics; |
355 | | ParquetColumnReader::ColumnStatistics _column_statistics; |
356 | | ParquetProfile _parquet_profile; |
357 | | bool _closed = false; |
358 | | io::IOContext* _io_ctx = nullptr; |
359 | | std::shared_ptr<io::IOContext> _io_ctx_holder; |
360 | | RuntimeState* _state = nullptr; |
361 | | bool _enable_lazy_mat = true; |
362 | | bool _enable_filter_by_min_max = true; |
363 | | bool _enable_filter_by_bloom_filter = true; |
364 | | const TupleDescriptor* _tuple_descriptor = nullptr; |
365 | | const RowDescriptor* _row_descriptor = nullptr; |
366 | | const std::unordered_map<std::string, int>* _colname_to_slot_id = nullptr; |
367 | | const VExprContextSPtrs* _not_single_slot_filter_conjuncts = nullptr; |
368 | | const std::unordered_map<int, VExprContextSPtrs>* _slot_id_to_filter_conjuncts = nullptr; |
369 | | std::unordered_map<tparquet::Type::type, bool> _ignored_stats; |
370 | | |
371 | | std::pair<std::shared_ptr<RowIdColumnIteratorV2>, int> _row_id_column_iterator_pair = {nullptr, |
372 | | -1}; |
373 | | std::shared_ptr<RowLineageColumns> _row_lineage_columns; |
374 | | |
375 | | protected: |
376 | | bool _filter_groups = true; |
377 | | RowGroupReader::IcebergRowIdParams _iceberg_rowid_params; |
378 | | |
379 | | std::set<uint64_t> _column_ids; |
380 | | std::set<uint64_t> _filter_column_ids; |
381 | | |
382 | | std::unordered_map<std::string, uint32_t>* _col_name_to_block_idx = nullptr; |
383 | | |
384 | | std::vector<std::unique_ptr<MutilColumnBlockPredicate>> _push_down_predicates; |
385 | | Arena _arena; |
386 | | }; |
387 | | #include "common/compile_check_end.h" |
388 | | |
389 | | } // namespace doris |