be/src/exprs/vexpr_context.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 <glog/logging.h> |
21 | | |
22 | | #include <algorithm> |
23 | | #include <cstddef> |
24 | | #include <memory> |
25 | | #include <string> |
26 | | #include <unordered_map> |
27 | | #include <utility> |
28 | | #include <vector> |
29 | | |
30 | | #include "common/factory_creator.h" |
31 | | #include "common/logging.h" |
32 | | #include "common/status.h" |
33 | | #include "core/block/block.h" |
34 | | #include "core/block/column_with_type_and_name.h" |
35 | | #include "core/column/column.h" |
36 | | #include "exec/runtime_filter/runtime_filter_selectivity.h" |
37 | | #include "exprs/expr_zonemap_filter.h" |
38 | | #include "exprs/function_context.h" |
39 | | #include "exprs/vexpr_fwd.h" |
40 | | #include "runtime/runtime_state.h" |
41 | | #include "storage/index/ann/ann_range_search_runtime.h" |
42 | | #include "storage/index/ann/ann_search_params.h" |
43 | | #include "storage/index/inverted/inverted_index_reader.h" |
44 | | #include "storage/index/zone_map/zonemap_filter_result.h" |
45 | | #include "storage/segment/column_reader.h" |
46 | | |
47 | | namespace doris { |
48 | | class RowDescriptor; |
49 | | class ReadSchema; |
50 | | using ReadSchemaSPtr = std::shared_ptr<ReadSchema>; |
51 | | class RuntimeState; |
52 | | class ZoneMapEvalContext; |
53 | | } // namespace doris |
54 | | |
55 | | namespace doris::segment_v2 { |
56 | | class Segment; |
57 | | class ColumnIterator; |
58 | | } // namespace doris::segment_v2 |
59 | | |
60 | | namespace doris { |
61 | | |
62 | | class ScoreRuntime; |
63 | | class LambdaExecutionContext; |
64 | | using ScoreRuntimeSPtr = std::shared_ptr<ScoreRuntime>; |
65 | | |
66 | | class IndexExecContext { |
67 | | public: |
68 | | IndexExecContext(const std::vector<std::unique_ptr<segment_v2::IndexIterator>>& index_iterators, |
69 | | const std::vector<IndexFieldNameAndTypePair>& storage_name_and_type_vec, |
70 | | std::unordered_map<ColumnId, std::unordered_map<const VExpr*, bool>>& |
71 | | common_expr_index_status, |
72 | | ScoreRuntimeSPtr score_runtime, segment_v2::Segment* segment, |
73 | | const segment_v2::ColumnIteratorOptions& column_iter_opts, |
74 | | ReadSchemaSPtr read_schema) |
75 | 1.51M | : _index_iterators(index_iterators), |
76 | 1.51M | _storage_name_and_type(storage_name_and_type_vec), |
77 | 1.51M | _expr_index_status(common_expr_index_status), |
78 | 1.51M | _score_runtime(std::move(score_runtime)), |
79 | 1.51M | _segment(segment), |
80 | 1.51M | _column_iter_opts(column_iter_opts), |
81 | 1.51M | _read_schema(std::move(read_schema)) { |
82 | 1.51M | DORIS_CHECK(_read_schema != nullptr); |
83 | 1.51M | } |
84 | | |
85 | 17.5k | segment_v2::IndexIterator* get_inverted_index_iterator(int32_t read_ordinal) const { |
86 | 17.5k | if (read_ordinal < 0 || static_cast<size_t>(read_ordinal) >= _index_iterators.size()) { |
87 | 0 | return nullptr; |
88 | 0 | } |
89 | 17.5k | const auto& iterator = _index_iterators[read_ordinal]; |
90 | 17.5k | if (!iterator) { |
91 | 4.32k | return nullptr; |
92 | 4.32k | } |
93 | 13.2k | return iterator.get(); |
94 | 17.5k | } |
95 | | |
96 | 17.5k | const IndexFieldNameAndTypePair* get_storage_name_and_type(int32_t read_ordinal) const { |
97 | 17.5k | if (read_ordinal < 0 || |
98 | 17.5k | static_cast<size_t>(read_ordinal) >= _storage_name_and_type.size()) { |
99 | 1 | return nullptr; |
100 | 1 | } |
101 | 17.5k | return &_storage_name_and_type[read_ordinal]; |
102 | 17.5k | } |
103 | | |
104 | 16 | segment_v2::Segment* segment() const { return _segment; } |
105 | | |
106 | 17 | const ReadSchemaSPtr& read_schema() const { return _read_schema; } |
107 | | |
108 | 24 | const segment_v2::ColumnIteratorOptions& column_iter_opts() const { return _column_iter_opts; } |
109 | | |
110 | 42.8k | bool has_index_result_for_expr(const VExpr* expr) const { |
111 | 42.8k | return _index_result_bitmap.contains(expr); |
112 | 42.8k | } |
113 | | |
114 | | void set_index_result_for_expr(const VExpr* expr, |
115 | 10.6k | segment_v2::InvertedIndexResultBitmap bitmap) { |
116 | 10.6k | _index_result_bitmap[expr] = std::move(bitmap); |
117 | 10.6k | } |
118 | | |
119 | | std::unordered_map<const VExpr*, segment_v2::InvertedIndexResultBitmap>& |
120 | 21.5k | get_index_result_bitmap() { |
121 | 21.5k | return _index_result_bitmap; |
122 | 21.5k | } |
123 | | |
124 | 34.3k | std::unordered_map<const VExpr*, ColumnPtr>& get_index_result_column() { |
125 | 34.3k | return _index_result_column; |
126 | 34.3k | } |
127 | | |
128 | 10.7k | const segment_v2::InvertedIndexResultBitmap* get_index_result_for_expr(const VExpr* expr) { |
129 | 10.7k | auto iter = _index_result_bitmap.find(expr); |
130 | 10.7k | if (iter == _index_result_bitmap.end()) { |
131 | 1 | return nullptr; |
132 | 1 | } |
133 | 10.7k | return &iter->second; |
134 | 10.7k | } |
135 | | |
136 | | // Dedicated entry point for approximate (superset) index results, kept strictly apart from |
137 | | // the exact result map above. |
138 | | void set_approx_index_result_for_expr(const VExpr* expr, |
139 | 1.08k | segment_v2::InvertedIndexResultBitmap bitmap) { |
140 | 1.08k | _approx_index_result_bitmap[expr] = std::move(bitmap); |
141 | 1.08k | } |
142 | | |
143 | | const segment_v2::InvertedIndexResultBitmap* get_approx_index_result_for_expr( |
144 | 13.3k | const VExpr* expr) const { |
145 | 13.3k | auto iter = _approx_index_result_bitmap.find(expr); |
146 | 13.3k | if (iter == _approx_index_result_bitmap.end()) { |
147 | 12.3k | return nullptr; |
148 | 12.3k | } |
149 | 988 | return &iter->second; |
150 | 13.3k | } |
151 | | |
152 | 1.30k | void set_index_result_column_for_expr(const VExpr* expr, ColumnPtr column) { |
153 | 1.30k | _index_result_column[expr] = std::move(column); |
154 | 1.30k | } |
155 | | |
156 | 9.19k | void set_true_for_index_status(const VExpr* expr, int32_t read_ordinal) { |
157 | 9.41k | if (_expr_index_status.contains(read_ordinal)) { |
158 | 9.42k | if (_expr_index_status[read_ordinal].contains(expr)) { |
159 | 9.42k | _expr_index_status[read_ordinal][expr] = true; |
160 | 9.42k | } |
161 | 9.41k | } |
162 | 9.19k | } |
163 | | |
164 | 2.85k | ScoreRuntimeSPtr get_score_runtime() const { return _score_runtime; } |
165 | | |
166 | 4.80k | void set_analyzer_ctx_for_expr(const VExpr* expr, InvertedIndexAnalyzerCtxSPtr analyzer_ctx) { |
167 | 4.80k | if (expr == nullptr || analyzer_ctx == nullptr) { |
168 | 0 | return; |
169 | 0 | } |
170 | 4.80k | _expr_analyzer_ctx[expr] = std::move(analyzer_ctx); |
171 | 4.80k | } |
172 | | |
173 | 11.0k | const InvertedIndexAnalyzerCtx* get_analyzer_ctx_for_expr(const VExpr* expr) const { |
174 | 11.0k | auto iter = _expr_analyzer_ctx.find(expr); |
175 | 11.0k | if (iter == _expr_analyzer_ctx.end()) { |
176 | 6.67k | return nullptr; |
177 | 6.67k | } |
178 | 4.36k | return iter->second.get(); |
179 | 11.0k | } |
180 | | |
181 | 1.51M | void set_index_query_context(segment_v2::IndexQueryContextPtr index_query_context) { |
182 | 1.51M | _index_query_context = index_query_context; |
183 | 1.51M | } |
184 | | |
185 | 1.47k | const segment_v2::IndexQueryContextPtr& get_index_query_context() const { |
186 | 1.47k | return _index_query_context; |
187 | 1.47k | } |
188 | | |
189 | | private: |
190 | | // A reference to a vector of unique pointers to index iterators. |
191 | | const std::vector<std::unique_ptr<segment_v2::IndexIterator>>& _index_iterators; |
192 | | |
193 | | // A reference to a vector of storage name and type pairs related to schema. |
194 | | const std::vector<IndexFieldNameAndTypePair>& _storage_name_and_type; |
195 | | |
196 | | // A map of expressions to their corresponding inverted index result bitmaps. |
197 | | std::unordered_map<const VExpr*, segment_v2::InvertedIndexResultBitmap> _index_result_bitmap; |
198 | | |
199 | | // A map of expressions to their corresponding result columns. |
200 | | std::unordered_map<const VExpr*, ColumnPtr> _index_result_column; |
201 | | |
202 | | // Approximate (superset) index results: rows outside the bitmap certainly do not match, but |
203 | | // rows inside it may not match either, so it may only be used to prune candidate rows and |
204 | | // the expression must stay in the push-down list to re-verify them. Three invariants: |
205 | | // (a) never write into _index_result_bitmap / _index_result_column -- VExpr::fast_execute |
206 | | // would then pass the candidate bitmap off as the function result, and |
207 | | // _output_index_result_column would materialize it as a result column; |
208 | | // (b) never call set_true_for_index_status -- the column would then be judged |
209 | | // need_read_data=false and there would be no column left to read during re-verification; |
210 | | // (c) intersecting with _row_bitmap is allowed only when the expression happens to be the |
211 | | // root of the VExprContext (a top-level AND context); wrapped in NOT/OR, VCompoundPred |
212 | | // never sees this map, so it simply does not apply. |
213 | | std::unordered_map<const VExpr*, segment_v2::InvertedIndexResultBitmap> |
214 | | _approx_index_result_bitmap; |
215 | | |
216 | | // Per-expression analyzer context for inverted index evaluation. |
217 | | std::unordered_map<const VExpr*, InvertedIndexAnalyzerCtxSPtr> _expr_analyzer_ctx; |
218 | | |
219 | | // A reference to a map of common expressions to their inverted index evaluation status. |
220 | | std::unordered_map<ColumnId, std::unordered_map<const VExpr*, bool>>& _expr_index_status; |
221 | | |
222 | | ScoreRuntimeSPtr _score_runtime; |
223 | | |
224 | | segment_v2::Segment* _segment = nullptr; // Ref |
225 | | segment_v2::ColumnIteratorOptions _column_iter_opts; |
226 | | // Keep the scan columns alive while index expressions use their TabletColumn pointers. |
227 | | ReadSchemaSPtr _read_schema; |
228 | | segment_v2::IndexQueryContextPtr _index_query_context; |
229 | | }; |
230 | | |
231 | | class VExprContext { |
232 | | ENABLE_FACTORY_CREATOR(VExprContext); |
233 | | |
234 | | public: |
235 | | VExprContext(VExprSPtr expr); |
236 | | ~VExprContext(); |
237 | | [[nodiscard]] Status prepare(RuntimeState* state, const RowDescriptor& row_desc); |
238 | | [[nodiscard]] Status open(RuntimeState* state); |
239 | | [[nodiscard]] Status clone(RuntimeState* state, VExprContextSPtr& new_ctx); |
240 | | [[nodiscard]] Status execute(Block* block, int* result_column_id); |
241 | | [[nodiscard]] Status execute(const Block* block, ColumnPtr& result_column); |
242 | | [[nodiscard]] Status execute(const Block* block, ColumnWithTypeAndName& result_data); |
243 | | [[nodiscard]] DataTypePtr execute_type(const Block* block); |
244 | | [[nodiscard]] const std::string& expr_name() const; |
245 | | [[nodiscard]] bool is_blockable() const; |
246 | | |
247 | | [[nodiscard]] Status execute_const_expr(ColumnWithTypeAndName& result); |
248 | | |
249 | | double execute_cost() const; |
250 | | |
251 | 11.6M | VExprSPtr root() { return _root; } |
252 | 13.5k | void set_root(const VExprSPtr& expr) { _root = expr; } |
253 | 23.6k | void set_index_context(std::shared_ptr<IndexExecContext> index_context) { |
254 | 23.6k | _index_context = std::move(index_context); |
255 | 23.6k | } |
256 | | |
257 | 703k | std::shared_ptr<IndexExecContext> get_index_context() const { return _index_context; } |
258 | | |
259 | | LambdaExecutionContext& lambda_execution_context(); |
260 | | |
261 | | /// Creates a FunctionContext, and returns the index that's passed to fn_context() to |
262 | | /// retrieve the created context. Exprs that need a FunctionContext should call this in |
263 | | /// Prepare() and save the returned index. 'varargs_buffer_size', if specified, is the |
264 | | /// size of the varargs buffer in the created FunctionContext (see udf-internal.h). |
265 | | int register_function_context(RuntimeState* state, const DataTypePtr& return_type, |
266 | | const std::vector<DataTypePtr>& arg_types); |
267 | | |
268 | | /// Retrieves a registered FunctionContext. 'i' is the index returned by the call to |
269 | | /// register_function_context(). This should only be called by VExprs. |
270 | 5.65M | FunctionContext* fn_context(int i) { |
271 | 5.65M | if (i < 0 || i >= _fn_contexts.size()) { |
272 | 2 | throw Exception(ErrorCode::INTERNAL_ERROR, |
273 | 2 | "fn_context index invalid, index={}, _fn_contexts.size()={}", i, |
274 | 2 | _fn_contexts.size()); |
275 | 2 | } |
276 | 5.65M | return _fn_contexts[i].get(); |
277 | 5.65M | } |
278 | | |
279 | 286 | void set_auto_partition_boundary_context() { |
280 | 286 | for (auto& fn_context : _fn_contexts) { |
281 | 84 | fn_context->set_auto_partition_boundary_context(); |
282 | 84 | } |
283 | 286 | } |
284 | | |
285 | | // execute expr with inverted index which column a, b has inverted indexes |
286 | | // but some situation although column b has indexes, but apply index is not useful, we should |
287 | | // skip this expr, just do not apply index anymore. |
288 | | [[nodiscard]] Status evaluate_inverted_index(uint32_t segment_num_rows); |
289 | | |
290 | | // The one expression whose approximate (superset) index result this caller will read back, |
291 | | // or null when it reads none. SegmentIterator names the root of a pushed-down conjunct, |
292 | | // because _apply_approx_index_result looks the result up by exactly that pointer; its |
293 | | // virtual column loop names nothing, because it only materializes exact results. For any |
294 | | // other expression -- an operand of a compound predicate, a nested child push-down -- the |
295 | | // result would be stored under its own pointer and never read again, so a function that can |
296 | | // only answer approximately skips the evaluation instead of paying for the index reads. |
297 | 20.5k | void set_approx_index_result_consumer(const VExpr* expr) { |
298 | 20.5k | _approx_index_result_consumer = expr; |
299 | 20.5k | } |
300 | 2.56k | const VExpr* approx_index_result_consumer() const { return _approx_index_result_consumer; } |
301 | | |
302 | | [[nodiscard]] static ZoneMapFilterResult evaluate_zonemap_filter( |
303 | | const VExprContextSPtrs& conjuncts, const ZoneMapEvalContext& ctx); |
304 | | [[nodiscard]] static ZoneMapFilterResult evaluate_dictionary_filter( |
305 | | const VExprContextSPtrs& conjuncts, const DictionaryEvalContext& ctx); |
306 | | [[nodiscard]] static ZoneMapFilterResult evaluate_bloom_filter( |
307 | | const VExprContextSPtrs& conjuncts, const BloomFilterEvalContext& ctx); |
308 | | |
309 | | bool all_expr_inverted_index_evaluated(); |
310 | | |
311 | | Status execute_filter(const Block* block, uint8_t* __restrict result_filter_data, size_t rows, |
312 | | bool accept_null, bool* can_filter_all); |
313 | | |
314 | | [[nodiscard]] static Status filter_block(VExprContext* vexpr_ctx, Block* block); |
315 | | |
316 | | [[nodiscard]] static Status filter_block(const VExprContextSPtrs& expr_contexts, Block* block, |
317 | | size_t column_to_keep); |
318 | | |
319 | | [[nodiscard]] static Status execute_conjuncts(const VExprContextSPtrs& ctxs, |
320 | | const std::vector<IColumn::Filter*>* filters, |
321 | | bool accept_null, const Block* block, |
322 | | IColumn::Filter* result_filter, |
323 | | bool* can_filter_all); |
324 | | |
325 | | [[nodiscard]] static Status execute_conjuncts(const VExprContextSPtrs& conjuncts, |
326 | | const Block* block, ColumnUInt8& null_map, |
327 | | IColumn::Filter& result_filter); |
328 | | |
329 | | static Status execute_conjuncts(const VExprContextSPtrs& ctxs, |
330 | | const std::vector<IColumn::Filter*>* filters, Block* block, |
331 | | IColumn::Filter* result_filter, bool* can_filter_all); |
332 | | |
333 | | [[nodiscard]] static Status execute_conjuncts_and_filter_block( |
334 | | const VExprContextSPtrs& ctxs, Block* block, std::vector<uint32_t>& columns_to_filter, |
335 | | int column_to_keep); |
336 | | |
337 | | static Status execute_conjuncts_and_filter_block(const VExprContextSPtrs& ctxs, Block* block, |
338 | | std::vector<uint32_t>& columns_to_filter, |
339 | | int column_to_keep, IColumn::Filter& filter); |
340 | | |
341 | | [[nodiscard]] static Status get_output_block_after_execute_exprs(const VExprContextSPtrs&, |
342 | | const Block&, Block*, |
343 | | bool do_projection = false); |
344 | | |
345 | 19.3k | int get_last_result_column_id() const { |
346 | 19.3k | DCHECK(_last_result_column_id != -1); |
347 | 19.3k | return _last_result_column_id; |
348 | 19.3k | } |
349 | | |
350 | 43.3k | RuntimeFilterSelectivity& get_runtime_filter_selectivity() { |
351 | 43.3k | if (!_rf_selectivity) { |
352 | 0 | throw Exception(ErrorCode::INTERNAL_ERROR, "RuntimeFilterSelectivity is null"); |
353 | 0 | } |
354 | 43.3k | return *_rf_selectivity; |
355 | 43.3k | } |
356 | | |
357 | 0 | FunctionContext::FunctionStateScope get_function_state_scope() const { |
358 | 0 | return _is_clone ? FunctionContext::THREAD_LOCAL : FunctionContext::FRAGMENT_LOCAL; |
359 | 0 | } |
360 | | |
361 | | void clone_fn_contexts(VExprContext* other); |
362 | | |
363 | | VExprContext& operator=(const VExprContext& other) = delete; |
364 | | |
365 | | VExprContext& operator=(VExprContext&& other) = delete; |
366 | | |
367 | 675k | [[nodiscard]] static size_t get_memory_usage(const VExprContextSPtrs& contexts) { |
368 | 675k | size_t usage = 0; |
369 | 675k | std::for_each(contexts.cbegin(), contexts.cend(), |
370 | 675k | [&usage](auto&& context) { usage += context->_memory_usage; }); |
371 | 675k | return usage; |
372 | 675k | } |
373 | | |
374 | 0 | [[nodiscard]] size_t get_memory_usage() const { return _memory_usage; } |
375 | | |
376 | | void prepare_ann_range_search(const doris::VectorSearchUserParams& params); |
377 | | |
378 | | Status evaluate_ann_range_search( |
379 | | const std::vector<std::unique_ptr<segment_v2::IndexIterator>>& index_iterators, |
380 | | const std::vector<std::unique_ptr<segment_v2::ColumnIterator>>& column_iterators, |
381 | | const std::unordered_map<VExprContext*, std::unordered_map<ColumnId, VExpr*>>& |
382 | | common_expr_to_slotref_map, |
383 | | size_t rows_of_segment, roaring::Roaring& row_bitmap, |
384 | | segment_v2::AnnIndexStats& ann_index_stats, bool enable_result_cache, |
385 | | bool* ann_range_search_executed); |
386 | | |
387 | | uint64_t get_digest(uint64_t seed) const; |
388 | | |
389 | | private: |
390 | | // Close method is called in vexpr context dector, not need call expicility |
391 | | void close(); |
392 | | |
393 | | static void _reset_memory_usage(const VExprContextSPtrs& contexts); |
394 | | |
395 | | friend class VExpr; |
396 | | |
397 | | /// The expr tree this context is for. |
398 | | VExprSPtr _root; |
399 | | |
400 | | /// True if this context came from a Clone() call. Used to manage FunctionStateScope. |
401 | | bool _is_clone = false; |
402 | | |
403 | | /// Variables keeping track of current state. |
404 | | bool _prepared = false; |
405 | | bool _opened = false; |
406 | | |
407 | | /// See set_approx_index_result_consumer. Null by default, so a caller that does not read the |
408 | | /// approximate map never pays for the index reads behind one. |
409 | | const VExpr* _approx_index_result_consumer = nullptr; |
410 | | |
411 | | /// FunctionContexts for each registered expression. The FunctionContexts are created |
412 | | /// and owned by this VExprContext. |
413 | | std::vector<std::unique_ptr<FunctionContext>> _fn_contexts; |
414 | | |
415 | | int _last_result_column_id = -1; |
416 | | |
417 | | /// The depth of expression-tree. |
418 | | int _depth_num = 0; |
419 | | |
420 | | std::shared_ptr<IndexExecContext> _index_context; |
421 | | size_t _memory_usage = 0; |
422 | | |
423 | | segment_v2::AnnRangeSearchRuntime _ann_range_search_runtime; |
424 | | bool _suitable_for_ann_index = true; |
425 | | |
426 | | std::unique_ptr<LambdaExecutionContext> _lambda_execution_context; |
427 | | |
428 | | std::unique_ptr<RuntimeFilterSelectivity> _rf_selectivity = |
429 | | std::make_unique<RuntimeFilterSelectivity>(); |
430 | | }; |
431 | | } // namespace doris |