Coverage Report

Created: 2026-09-21 17:00

next uncovered line (L), next uncovered region (R), next uncovered branch (B)
be/src/exec/common/variant_util.h
Line
Count
Source
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/Descriptors_types.h>
21
#include <parallel_hashmap/phmap.h>
22
23
#include <cstddef>
24
#include <cstdint>
25
#include <map>
26
#include <string>
27
#include <string_view>
28
#include <unordered_map>
29
#include <vector>
30
31
#include "common/status.h"
32
#include "core/column/column.h"
33
#include "core/data_type/data_type.h"
34
#include "core/field.h"
35
#include "core/string_ref.h"
36
#include "core/types.h"
37
#include "exprs/aggregate/aggregate_function.h"
38
#include "storage/segment/variant/variant_compaction_paths.h"
39
#include "storage/tablet/tablet_fwd.h"
40
#include "storage/tablet/tablet_schema.h"
41
42
namespace doris {
43
class TabletSchema;
44
enum class FieldType;
45
namespace segment_v2 {
46
struct VariantStatisticsPB;
47
} // namespace segment_v2
48
class Block;
49
class IColumn;
50
using MutableColumnPtr = IColumn::MutablePtr;
51
struct ColumnWithTypeAndName;
52
enum class ExtractType;
53
template <typename T>
54
class ColumnStr;
55
using ColumnString = ColumnStr<UInt32>;
56
} // namespace doris
57
58
const std::string SPARSE_COLUMN_PATH = "__DORIS_VARIANT_SPARSE__";
59
const std::string DOC_VALUE_COLUMN_PATH = "__DORIS_VARIANT_DOC_VALUE__";
60
namespace doris::variant_util {
61
62
// Convert a restricted glob pattern into a regex (for tests/internal use).
63
Status glob_to_regex(const std::string& glob_pattern, std::string* regex_pattern);
64
65
// Match a glob pattern against a path using RE2.
66
bool glob_match_re2(const std::string& glob_pattern, const std::string& candidate_path);
67
68
using PathToNoneNullValues = std::unordered_map<std::string, int64_t>;
69
using PathToDataTypes = std::unordered_map<PathInData, std::vector<DataTypePtr>, PathInData::Hash>;
70
71
2.96k
inline bool should_record_variant_path_stats(const TabletColumn& column) {
72
2.96k
    return !column.variant_enable_nested_group();
73
2.96k
}
74
75
0
inline bool should_write_variant_binary_columns(const TabletColumn& column) {
76
0
    return !column.variant_enable_nested_group();
77
0
}
78
79
350
inline bool should_check_variant_path_stats(const TabletColumn& column) {
80
350
    return !column.variant_enable_nested_group();
81
350
}
82
83
struct VariantExtendedInfo {
84
    PathToNoneNullValues path_to_none_null_values; // key: path, value: number of none null values
85
    std::unordered_set<std::string> sparse_paths;  // sparse paths in this variant column
86
    std::unordered_set<std::string> typed_paths;   // typed paths in this variant column
87
    std::unordered_set<PathInData, PathInData::Hash>
88
            nested_paths;               // nested paths in this variant column
89
    PathToDataTypes path_to_data_types; // key: path, value: data types
90
    bool has_nested_group = false;      // whether this variant column has nested group
91
};
92
93
/// Returns number of dimensions in Array type. 0 if type is not array.
94
size_t get_number_of_dimensions(const IDataType& type);
95
96
/// Returns number of dimensions in Array column. 0 if column is not array.
97
size_t get_number_of_dimensions(const IColumn& column);
98
99
/// Returns type of scalars of Array of arbitrary dimensions.
100
DataTypePtr get_base_type_of_array(const DataTypePtr& type);
101
102
// Cast column to dst type
103
Status cast_column(const ColumnWithTypeAndName& arg, const DataTypePtr& type, ColumnPtr* result);
104
105
struct ExtraInfo {
106
    // -1 indicates it's not a Frontend generated column
107
    int32_t unique_id = -1;
108
    int32_t parent_unique_id = -1;
109
    PathInData path_info {};
110
};
111
112
TabletColumn get_column_by_type(const DataTypePtr& data_type, const std::string& name,
113
                                const ExtraInfo& ext_info);
114
115
// check if the tuple_paths has ambiguous paths
116
// situation:
117
// throw exception if there exists a prefix with matched names, but not matched structure (is Nested, number of dimensions).
118
Status check_variant_has_no_ambiguous_paths(const std::vector<PathInData>& paths);
119
120
// Pick the tablet schema with the highest schema version as the reference.
121
// Then update all variant columns to there least common types.
122
// Return the final merged schema as common schema.
123
// If base_schema == nullptr then, max schema version tablet schema will be picked as base schema
124
Status get_least_common_schema(const std::vector<TabletSchemaSPtr>& schemas,
125
                               const TabletSchemaSPtr& base_schema, TabletSchemaSPtr& result,
126
                               bool check_schema_size = false);
127
128
// Get least common types for extracted columns which has Path info,
129
// with a speicified variant column's unique id
130
Status update_least_common_schema(const std::vector<TabletSchemaSPtr>& schemas,
131
                                  TabletSchemaSPtr& common_schema, int32_t variant_col_unique_id,
132
                                  std::set<PathInData>* path_set);
133
134
// inherit attributes like index/agg info from it's parent column
135
void inherit_column_attributes(TabletSchemaSPtr& schema);
136
137
// source: variant column
138
// target: extracted column from variant column
139
void inherit_column_attributes(const TabletColumn& source, TabletColumn& target,
140
                               TabletSchemaSPtr* target_schema = nullptr);
141
142
// Align variant subcolumn BF inheritance with FE BF-supported types.
143
bool is_bf_supported_by_fe_for_variant_subcolumn(FieldType type);
144
145
bool has_schema_index_diff(const TabletSchema* new_schema, const TabletSchema* old_schema,
146
                           int32_t new_col_idx, int32_t old_col_idx);
147
148
// create engine-side ColumnMap<String, String> for variant sparse/doc storage payloads.
149
MutableColumnPtr create_variant_binary_column();
150
151
DataTypePtr get_variant_binary_column_type();
152
153
// create TabletColumn Map<String, String> for sparse storage
154
TabletColumn create_sparse_column(const TabletColumn& variant);
155
156
// Create one bucket sparse column: name = variant.name_lower_case() + "." + SPARSE_COLUMN_PATH + ".b{index}"
157
TabletColumn create_sparse_shard_column(const TabletColumn& variant, int bucket_index);
158
159
TabletColumn create_doc_value_column(const TabletColumn& variant, int bucket_index);
160
161
// Compute bucket id for given path string using SipHash64(path) % bucket_num.
162
uint32_t variant_binary_shard_of(const StringRef& path, uint32_t bucket_num);
163
164
void get_field_info(const Field& field, FieldInfo* info);
165
166
// inherit index from parent column
167
bool inherit_index(const std::vector<const TabletIndex*>& parent_indexes,
168
                   TabletIndexes& sub_column_indexes, FieldType column_type,
169
                   const std::string& suffix_path, bool is_array_nested_type = false);
170
171
bool inherit_index(const std::vector<const TabletIndex*>& parent_indexes,
172
                   TabletIndexes& sub_column_indexes, const TabletColumn& column);
173
174
bool inherit_index(const std::vector<const TabletIndex*>& parent_indexes,
175
                   TabletIndexes& sub_column_indexes, const segment_v2::ColumnMetaPB& column_pb);
176
177
Status update_least_schema_internal(const std::map<PathInData, DataTypes>& subcolumns_types,
178
                                    TabletSchemaSPtr& common_schema, int32_t variant_col_unique_id,
179
                                    const std::map<std::string, TabletColumnPtr>& typed_columns,
180
                                    std::set<PathInData>* path_set = nullptr);
181
182
bool generate_sub_column_info(const TabletSchema& schema, int32_t col_unique_id,
183
                              const std::string& path,
184
                              TabletSchema::SubColumnInfo* sub_column_info);
185
186
class VariantCompactionUtil {
187
public:
188
    // get the subpaths and sparse paths for the variant column
189
    static void get_subpaths(int32_t max_subcolumns_count, const PathToNoneNullValues& path_stats,
190
                             VariantCompactionPaths& paths_set_info);
191
192
    // collect extended info from the variant column
193
    static Status aggregate_variant_extended_info(
194
            const RowsetSharedPtr& rs,
195
            std::unordered_map<int32_t, VariantExtendedInfo>* uid_to_variant_extended_info);
196
197
    // collect path stats from the variant column
198
    static Status aggregate_path_to_stats(
199
            const RowsetSharedPtr& rs,
200
            std::unordered_map<int32_t, PathToNoneNullValues>* uid_to_path_stats);
201
202
    // Build the temporary schema for compaction, this will reduce the memory usage of compacting
203
    // variant columns. `paths` receives that schema's variant path layout.
204
    static Status get_extended_compaction_schema(const std::vector<RowsetSharedPtr>& rowsets,
205
                                                 TabletSchemaSPtr& target,
206
                                                 VariantCompactionPathsMap& paths);
207
208
    // Used to collect all the subcolumns types of variant column from rowsets
209
    static TabletSchemaSPtr calculate_variant_extended_schema(
210
            const std::vector<RowsetSharedPtr>& rowsets, const TabletSchemaSPtr& base_schema);
211
212
    // Check if the path stats are consistent between inputs rowsets and output rowset.
213
    // Used to check the correctness of compaction.
214
    static Status check_path_stats(const std::vector<RowsetSharedPtr>& intputs,
215
                                   RowsetSharedPtr output, BaseTabletSPtr tablet);
216
217
    // Calculate statistics about variant data paths from the encoded sparse column
218
    static void calculate_variant_stats(const IColumn& encoded_sparse_column,
219
                                        segment_v2::VariantStatisticsPB* stats,
220
                                        size_t max_sparse_column_statistics_size, size_t row_pos,
221
                                        size_t num_rows);
222
223
    static void get_compaction_subcolumns_from_subpaths(
224
            VariantCompactionPaths& paths_set_info, const TabletColumnPtr parent_column,
225
            const TabletSchemaSPtr& target, const PathToDataTypes& path_to_data_types,
226
            const std::unordered_set<std::string>& sparse_paths, TabletSchemaSPtr& output_schema);
227
228
    static void get_compaction_subcolumns_from_data_types(VariantCompactionPaths& paths_set_info,
229
                                                          const TabletColumnPtr parent_column,
230
                                                          const TabletSchemaSPtr& target,
231
                                                          const PathToDataTypes& path_to_data_types,
232
                                                          TabletSchemaSPtr& output_schema);
233
234
    static Status get_compaction_typed_columns(const TabletSchemaSPtr& target,
235
                                               const std::unordered_set<std::string>& typed_paths,
236
                                               const TabletColumnPtr parent_column,
237
                                               TabletSchemaSPtr& output_schema,
238
                                               VariantCompactionPaths& paths_set_info);
239
240
    static Status get_compaction_nested_columns(
241
            const std::unordered_set<PathInData, PathInData::Hash>& nested_paths,
242
            const PathToDataTypes& path_to_data_types, const TabletColumnPtr parent_column,
243
            TabletSchemaSPtr& output_schema, VariantCompactionPaths& paths_set_info);
244
};
245
246
} // namespace  doris::variant_util