Coverage Report

Created: 2026-08-06 13:26

next uncovered line (L), next uncovered region (R), next uncovered branch (B)
be/src/exec/scan/access_path_parser.cpp
Line
Count
Source
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// 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
#include "exec/scan/access_path_parser.h"
19
20
#include <fmt/format.h>
21
22
#include <algorithm>
23
#include <charconv>
24
#include <map>
25
#include <string>
26
#include <string_view>
27
#include <utility>
28
29
#include "common/cast_set.h"
30
#include "common/consts.h"
31
#include "core/assert_cast.h"
32
#include "core/data_type/data_type.h"
33
#include "core/data_type/data_type_array.h"
34
#include "core/data_type/data_type_map.h"
35
#include "core/data_type/data_type_nullable.h"
36
#include "core/data_type/data_type_struct.h"
37
#include "runtime/descriptors.h"
38
#include "util/string_util.h"
39
40
namespace doris {
41
namespace {
42
43
297k
bool is_scanner_materialized_virtual_column(const std::string& column_name) {
44
297k
    return column_name == BeConsts::ICEBERG_ROWID_COL;
45
297k
}
46
47
55.7k
bool parse_non_negative_int(std::string_view value, int32_t* result) {
48
55.7k
    DORIS_CHECK(result != nullptr);
49
55.7k
    int32_t parsed = -1;
50
55.7k
    const auto* begin = value.data();
51
55.7k
    const auto* end = begin + value.size();
52
55.7k
    const auto [ptr, ec] = std::from_chars(begin, end, parsed);
53
55.7k
    if (ec != std::errc() || ptr != end || parsed < 0) {
54
26.4k
        return false;
55
26.4k
    }
56
29.2k
    *result = parsed;
57
29.2k
    return true;
58
55.7k
}
59
60
2
std::string access_path_to_string(const std::vector<std::string>& path) {
61
2
    return fmt::format("{}", fmt::join(path, "."));
62
2
}
63
64
format::ColumnDefinition* find_or_add_child(format::ColumnDefinition* parent, int32_t id,
65
204k
                                            std::string name, DataTypePtr type) {
66
204k
    DORIS_CHECK(parent != nullptr);
67
204k
    for (auto& child : parent->children) {
68
111k
        if ((child.has_identifier_field_id() && child.get_identifier_field_id() == id) ||
69
111k
            child.name == name) {
70
0
            return &child;
71
0
        }
72
111k
    }
73
204k
    parent->children.push_back({
74
204k
            .identifier = Field::create_field<TYPE_INT>(id),
75
204k
            .name = std::move(name),
76
204k
            .type = std::move(type),
77
204k
            .children = {},
78
204k
            .default_expr = nullptr,
79
204k
            .is_partition_key = false,
80
204k
    });
81
204k
    return &parent->children.back();
82
204k
}
83
84
void inherit_schema_metadata(format::ColumnDefinition* column,
85
204k
                             const format::ColumnDefinition* schema_column) {
86
204k
    if (column == nullptr || schema_column == nullptr) {
87
132k
        return;
88
132k
    }
89
72.4k
    column->name_mapping = schema_column->name_mapping;
90
    // The presence bit is part of the mapping contract: an explicit empty mapping must remain
91
    // authoritative after access-path pruning instead of enabling current-name fallback.
92
72.4k
    column->has_name_mapping = schema_column->has_name_mapping;
93
72.4k
    column->initial_default_value = schema_column->initial_default_value;
94
72.4k
    column->initial_default_value_is_base64 = schema_column->initial_default_value_is_base64;
95
72.4k
    column->is_optional = schema_column->is_optional;
96
72.4k
    column->default_expr = schema_column->default_expr;
97
72.4k
}
98
99
const format::ColumnDefinition* find_schema_child_by_path(
100
        const format::ColumnDefinition* schema_column, const std::string& child_path,
101
61.9k
        bool prefer_exact_name_match) {
102
61.9k
    if (schema_column == nullptr) {
103
31.2k
        return nullptr;
104
31.2k
    }
105
30.7k
    int32_t parsed_field_id = -1;
106
30.7k
    if (parse_non_negative_int(child_path, &parsed_field_id)) {
107
4.32k
        const auto child_it = std::ranges::find_if(
108
8.38k
                schema_column->children, [&](const format::ColumnDefinition& child) {
109
8.38k
                    return child.has_identifier_field_id() &&
110
8.38k
                           child.get_identifier_field_id() == parsed_field_id;
111
8.38k
                });
112
4.32k
        return child_it == schema_column->children.end() ? nullptr : &*child_it;
113
4.32k
    }
114
26.4k
    if (!prefer_exact_name_match) {
115
14.9k
        const auto child_it = std::ranges::find_if(schema_column->children, [&](const auto& child) {
116
14.9k
            if (to_lower(child.name) == to_lower(child_path)) {
117
7.32k
                return true;
118
7.32k
            }
119
7.62k
            return std::ranges::any_of(child.name_mapping, [&](const std::string& alias) {
120
1
                return to_lower(alias) == to_lower(child_path);
121
1
            });
122
14.9k
        });
123
7.32k
        return child_it == schema_column->children.end() ? nullptr : &*child_it;
124
7.32k
    }
125
    // Iceberg can reuse a historical name for a newly added sibling. Current names therefore
126
    // have precedence across the entire struct; an earlier alias must not steal that access path.
127
36.6k
    const auto exact_it = std::ranges::find_if(schema_column->children, [&](const auto& child) {
128
36.6k
        return to_lower(child.name) == to_lower(child_path);
129
36.6k
    });
130
19.1k
    if (exact_it != schema_column->children.end()) {
131
19.1k
        return &*exact_it;
132
19.1k
    }
133
18.4E
    const auto alias_it = std::ranges::find_if(schema_column->children, [&](const auto& child) {
134
11
        return std::ranges::any_of(child.name_mapping, [&](const std::string& alias) {
135
6
            return to_lower(alias) == to_lower(child_path);
136
6
        });
137
11
    });
138
18.4E
    return alias_it == schema_column->children.end() ? nullptr : &*alias_it;
139
19.1k
}
140
141
204k
int32_t schema_field_id(const format::ColumnDefinition* schema_column) {
142
204k
    if (schema_column == nullptr || !schema_column->has_identifier_field_id()) {
143
146k
        return -1;
144
146k
    }
145
58.5k
    return schema_column->get_identifier_field_id();
146
204k
}
147
148
200k
int32_t schema_field_id_or(const format::ColumnDefinition* schema_column, int32_t fallback) {
149
200k
    const auto field_id = schema_field_id(schema_column);
150
200k
    return field_id >= 0 ? field_id : fallback;
151
200k
}
152
153
std::string schema_field_name_or(const format::ColumnDefinition* schema_column,
154
57.6k
                                 std::string fallback) {
155
57.6k
    return schema_column == nullptr || schema_column->name.empty() ? fallback : schema_column->name;
156
57.6k
}
157
158
struct AccessPathNode {
159
    bool project_all = false;
160
    std::map<std::string, AccessPathNode> children;
161
};
162
163
1.99k
void merge_access_path_node(AccessPathNode* dst, const AccessPathNode& src) {
164
1.99k
    DORIS_CHECK(dst != nullptr);
165
1.99k
    if (dst->project_all) {
166
0
        return;
167
0
    }
168
1.99k
    if (src.project_all) {
169
1.20k
        dst->project_all = true;
170
1.20k
        dst->children.clear();
171
1.20k
        return;
172
1.20k
    }
173
915
    for (const auto& [path, child] : src.children) {
174
915
        merge_access_path_node(&dst->children[path], child);
175
915
    }
176
787
}
177
178
void insert_access_path(AccessPathNode* root, const std::vector<std::string>& path,
179
32.8k
                        size_t path_idx) {
180
32.8k
    DORIS_CHECK(root != nullptr);
181
32.8k
    if (root->project_all) {
182
0
        return;
183
0
    }
184
32.8k
    if (path_idx >= path.size()) {
185
26.4k
        root->project_all = true;
186
26.4k
        root->children.clear();
187
26.4k
        return;
188
26.4k
    }
189
6.39k
    insert_access_path(&root->children[path[path_idx]], path, path_idx + 1);
190
6.39k
}
191
192
void collect_variant_access_paths(const AccessPathNode& node, std::vector<std::string>* path,
193
3
                                  std::vector<std::vector<std::string>>* result) {
194
3
    DORIS_CHECK(path != nullptr && result != nullptr);
195
3
    for (const auto& [segment, child] : node.children) {
196
3
        path->push_back(segment);
197
3
        if (child.project_all || child.children.empty()) {
198
3
            result->push_back(*path);
199
3
        } else {
200
0
            collect_variant_access_paths(child, path, result);
201
0
        }
202
3
        path->pop_back();
203
3
    }
204
3
}
205
206
Status build_nested_children_from_access_node(format::ColumnDefinition* column,
207
                                              const DataTypePtr& type, const AccessPathNode& node,
208
                                              const std::string& path,
209
                                              const format::ColumnDefinition* schema_column,
210
                                              bool prefer_exact_name_match);
211
212
// Expand a full complex-column projection into table-schema children when the table format provides
213
// an external/current schema. Without this, `SELECT complex_col` or `SELECT *` leaves
214
// ColumnDefinition::children empty, so ColumnMapper treats the root complex column as a scalar
215
// mapping and later tries to cast the old file shape to the current table shape directly.
216
//
217
// Examples:
218
//   - STRUCT country/city projected from an old file STRUCT country/population/location should
219
//     create children country and city, so city can be materialized as missing/default.
220
//   - ARRAY<STRUCT<item, quantity>> should create the array element wrapper and then the element
221
//     struct children item and quantity.
222
//   - MAP<STRING, STRUCT<full_name, age>> should create semantic children key/value directly, then
223
//     expand the value struct children full_name and age. Do not introduce a physical entries
224
//     wrapper here: ColumnMapper and TableReader treat MAP children as [key, value].
225
Status build_all_nested_children_from_schema(format::ColumnDefinition* column,
226
                                             const DataTypePtr& type, const std::string& path,
227
                                             const format::ColumnDefinition* schema_column,
228
304k
                                             bool prefer_exact_name_match) {
229
304k
    DORIS_CHECK(column != nullptr);
230
231
304k
    const auto nested_type = remove_nullable(type);
232
304k
    AccessPathNode project_all;
233
304k
    project_all.project_all = true;
234
304k
    switch (nested_type->get_primitive_type()) {
235
26.2k
    case TYPE_STRUCT: {
236
26.2k
        const auto& struct_type = assert_cast<const DataTypeStruct&>(*nested_type);
237
83.9k
        for (size_t field_idx = 0; field_idx < struct_type.get_elements().size(); ++field_idx) {
238
57.6k
            const auto field_name = struct_type.get_element_name(field_idx);
239
57.6k
            const auto* schema_child =
240
57.6k
                    find_schema_child_by_path(schema_column, field_name, prefer_exact_name_match);
241
57.6k
            auto* child = find_or_add_child(
242
57.6k
                    column, schema_field_id_or(schema_child, cast_set<int32_t>(field_idx)),
243
57.6k
                    schema_field_name_or(schema_child, field_name),
244
57.6k
                    struct_type.get_element(field_idx));
245
57.6k
            inherit_schema_metadata(child, schema_child);
246
57.6k
            RETURN_IF_ERROR(build_nested_children_from_access_node(
247
57.6k
                    child, child->type, project_all, path + "." + child->name, schema_child,
248
57.6k
                    prefer_exact_name_match));
249
57.6k
        }
250
26.2k
        return Status::OK();
251
26.2k
    }
252
49.6k
    case TYPE_ARRAY: {
253
49.6k
        const auto& array_type = assert_cast<const DataTypeArray&>(*nested_type);
254
49.6k
        const auto* element_schema = schema_column != nullptr && !schema_column->children.empty()
255
49.6k
                                             ? schema_column->children.data()
256
49.6k
                                             : nullptr;
257
49.6k
        auto* child = find_or_add_child(column, schema_field_id_or(element_schema, 0), "element",
258
49.6k
                                        array_type.get_nested_type());
259
49.6k
        inherit_schema_metadata(child, element_schema);
260
49.6k
        return build_nested_children_from_access_node(child, child->type, project_all, path + ".*",
261
49.6k
                                                      element_schema, prefer_exact_name_match);
262
26.2k
    }
263
45.1k
    case TYPE_MAP: {
264
45.1k
        const auto& map_type = assert_cast<const DataTypeMap&>(*nested_type);
265
45.1k
        const auto* key_schema = schema_column != nullptr && !schema_column->children.empty()
266
45.1k
                                         ? schema_column->children.data()
267
45.1k
                                         : nullptr;
268
45.1k
        const auto* value_schema = schema_column != nullptr && schema_column->children.size() > 1
269
45.1k
                                           ? &schema_column->children[1]
270
45.1k
                                           : nullptr;
271
45.1k
        auto* key_child = find_or_add_child(column, schema_field_id_or(key_schema, 0), "key",
272
45.1k
                                            map_type.get_key_type());
273
45.1k
        inherit_schema_metadata(key_child, key_schema);
274
45.1k
        RETURN_IF_ERROR(build_nested_children_from_access_node(
275
45.1k
                key_child, key_child->type, project_all, path + ".KEYS", key_schema,
276
45.1k
                prefer_exact_name_match));
277
45.1k
        auto* value_child = find_or_add_child(column, schema_field_id_or(value_schema, 1), "value",
278
45.1k
                                              map_type.get_value_type());
279
45.1k
        inherit_schema_metadata(value_child, value_schema);
280
45.1k
        RETURN_IF_ERROR(build_nested_children_from_access_node(
281
45.1k
                value_child, value_child->type, project_all, path + ".VALUES", value_schema,
282
45.1k
                prefer_exact_name_match));
283
45.1k
        return Status::OK();
284
45.1k
    }
285
183k
    default:
286
183k
        return Status::OK();
287
304k
    }
288
304k
}
289
290
Status build_struct_children_from_access_node(format::ColumnDefinition* column,
291
                                              const DataTypeStruct& struct_type,
292
                                              const AccessPathNode& node, const std::string& path,
293
                                              const format::ColumnDefinition* schema_column,
294
3.32k
                                              bool prefer_exact_name_match) {
295
3.32k
    DORIS_CHECK(column != nullptr);
296
4.36k
    for (const auto& [child_path, child_node] : node.children) {
297
        // Struct children are resolved by name or schema field id. We do not treat a numeric
298
        // child token as a struct ordinal, because `col.0` becomes ambiguous once the struct
299
        // evolves. Position-based access needs a separate design if it is required later.
300
4.36k
        if (child_path == "OFFSET" || child_path == "*" || child_path == "KEYS" ||
301
4.36k
            child_path == "VALUES") {
302
4
            return Status::NotSupported(
303
4
                    "AccessPathParser does not support access path {} for slot {}",
304
4
                    path + "." + child_path, column->name);
305
4
        }
306
307
        // Prefer the table/schema ColumnDefinition because it carries field ids and aliases.
308
        // Fallback to the struct type name only for formats without external schema metadata.
309
4.36k
        const auto* schema_child =
310
4.36k
                find_schema_child_by_path(schema_column, child_path, prefer_exact_name_match);
311
4.36k
        int32_t field_id = schema_field_id(schema_child);
312
4.36k
        std::string field_name = schema_child == nullptr ? child_path : schema_child->name;
313
4.36k
        DataTypePtr field_type = schema_child == nullptr ? nullptr : schema_child->type;
314
4.36k
        if (field_id < 0 || field_type == nullptr) {
315
50
            for (size_t field_idx = 0; field_idx < struct_type.get_elements().size(); ++field_idx) {
316
47
                if (to_lower(struct_type.get_element_name(field_idx)) == to_lower(field_name)) {
317
31
                    field_id = cast_set<int32_t>(field_idx);
318
31
                    field_name = struct_type.get_element_name(field_idx);
319
31
                    field_type = struct_type.get_element(field_idx);
320
31
                    break;
321
31
                }
322
47
            }
323
34
        }
324
325
4.36k
        if (field_id < 0 || field_type == nullptr) {
326
3
            return Status::NotSupported(
327
3
                    "AccessPathParser does not support access path {} for slot {}",
328
3
                    path + "." + child_path, column->name);
329
3
        }
330
        // TODO: For TVF Parquet files without field ids, this fallback uses the struct ordinal as
331
        // the table child identifier. BY_NAME mapping should instead keep a string identifier and
332
        // let TableColumnMapper resolve the file-local child id from the Parquet schema.
333
4.36k
        auto* child = find_or_add_child(column, field_id, field_name, field_type);
334
4.36k
        inherit_schema_metadata(child, schema_child);
335
4.36k
        RETURN_IF_ERROR(build_nested_children_from_access_node(
336
4.36k
                child, child->type, child_node, path + "." + child_path, schema_child,
337
4.36k
                prefer_exact_name_match));
338
4.36k
    }
339
3.31k
    return Status::OK();
340
3.32k
}
341
342
Status build_map_children_from_access_node(format::ColumnDefinition* column,
343
                                           const DataTypeMap& map_type, const AccessPathNode& node,
344
                                           const std::string& path,
345
                                           const format::ColumnDefinition* schema_column,
346
1.01k
                                           bool prefer_exact_name_match) {
347
1.01k
    DORIS_CHECK(column != nullptr);
348
1.01k
    AccessPathNode key_node;
349
1.01k
    AccessPathNode value_node;
350
1.01k
    bool need_key = false;
351
1.01k
    bool need_value = false;
352
353
1.08k
    for (const auto& [child_path, child_node] : node.children) {
354
1.08k
        if (child_path == "OFFSET") {
355
1
            return Status::NotSupported(
356
1
                    "AccessPathParser does not support access path {} for slot {}",
357
1
                    path + "." + child_path, column->name);
358
1
        }
359
1.07k
        if (child_path == "KEYS") {
360
209
            need_key = true;
361
209
            merge_access_path_node(&key_node, child_node);
362
209
            continue;
363
209
        }
364
870
        if (child_path == "VALUES" || child_path == "*") {
365
869
            need_key = true;
366
869
            key_node.project_all = true;
367
869
            key_node.children.clear();
368
869
            need_value = true;
369
869
            merge_access_path_node(&value_node, child_node);
370
869
            continue;
371
869
        }
372
1
        return Status::NotSupported("AccessPathParser does not support access path {} for slot {}",
373
1
                                    path + "." + child_path, column->name);
374
870
    }
375
1.01k
    if (need_key && !need_value) {
376
        // A key-only MAP projection is not independently materializable yet. FileScannerV2 can
377
        // describe a projection such as `m.KEYS`, but the downstream file block -> table block path
378
        // still builds a ColumnMap from key column + value column + offsets. If the value child is
379
        // omitted here, TableReader/ColumnMapper cannot reconstruct a valid table MAP column even
380
        // though the query only needs keys.
381
        //
382
        // Example:
383
        //   SELECT map_keys(m) FROM t;
384
        // or
385
        //   SELECT * FROM t WHERE array_contains(map_keys(m), 'k1');
386
        //
387
        // The access path only asks for `m.KEYS`, but the scan still has to read `m.VALUES` as a
388
        // temporary full projection until map materialization supports constructing a table MAP
389
        // from keys only.
390
145
        need_value = true;
391
145
        value_node.project_all = true;
392
145
        value_node.children.clear();
393
145
    }
394
395
1.01k
    if (!need_key && !need_value) {
396
0
        return Status::OK();
397
0
    }
398
399
1.01k
    const auto* key_schema = schema_column != nullptr && !schema_column->children.empty()
400
1.01k
                                     ? schema_column->children.data()
401
1.01k
                                     : nullptr;
402
1.01k
    const auto* value_schema = schema_column != nullptr && schema_column->children.size() > 1
403
1.01k
                                       ? &schema_column->children[1]
404
1.01k
                                       : nullptr;
405
1.01k
    if (need_key) {
406
1.01k
        auto* key_child = find_or_add_child(column, schema_field_id_or(key_schema, 0), "key",
407
1.01k
                                            map_type.get_key_type());
408
1.01k
        inherit_schema_metadata(key_child, key_schema);
409
1.01k
        RETURN_IF_ERROR(build_nested_children_from_access_node(key_child, key_child->type, key_node,
410
1.01k
                                                               path + ".KEYS", key_schema,
411
1.01k
                                                               prefer_exact_name_match));
412
1.01k
    }
413
1.01k
    if (need_value) {
414
1.01k
        auto* value_child = find_or_add_child(column, schema_field_id_or(value_schema, 1), "value",
415
1.01k
                                              map_type.get_value_type());
416
1.01k
        inherit_schema_metadata(value_child, value_schema);
417
1.01k
        RETURN_IF_ERROR(build_nested_children_from_access_node(
418
1.01k
                value_child, value_child->type, value_node, path + ".VALUES", value_schema,
419
1.01k
                prefer_exact_name_match));
420
1.01k
    }
421
1.01k
    return Status::OK();
422
1.01k
}
423
424
Status build_nested_children_from_access_node(format::ColumnDefinition* column,
425
                                              const DataTypePtr& type, const AccessPathNode& node,
426
                                              const std::string& path,
427
                                              const format::ColumnDefinition* schema_column,
428
309k
                                              bool prefer_exact_name_match) {
429
309k
    DORIS_CHECK(column != nullptr);
430
309k
    if (node.project_all || node.children.empty()) {
431
304k
        return build_all_nested_children_from_schema(column, type, path, schema_column,
432
304k
                                                     prefer_exact_name_match);
433
304k
    }
434
435
5.00k
    const auto nested_type = remove_nullable(type);
436
5.00k
    switch (nested_type->get_primitive_type()) {
437
3.32k
    case TYPE_STRUCT:
438
3.32k
        return build_struct_children_from_access_node(
439
3.32k
                column, assert_cast<const DataTypeStruct&>(*nested_type), node, path, schema_column,
440
3.32k
                prefer_exact_name_match);
441
676
    case TYPE_ARRAY: {
442
676
        if (node.children.size() != 1 || !node.children.contains("*")) {
443
2
            return Status::NotSupported(
444
2
                    "AccessPathParser does not support access path {} for slot {}", path,
445
2
                    column->name);
446
2
        }
447
674
        const auto& array_type = assert_cast<const DataTypeArray&>(*nested_type);
448
674
        const auto* element_schema = schema_column != nullptr && !schema_column->children.empty()
449
674
                                             ? schema_column->children.data()
450
674
                                             : nullptr;
451
674
        auto* child = find_or_add_child(column, schema_field_id_or(element_schema, 0), "element",
452
674
                                        array_type.get_nested_type());
453
674
        inherit_schema_metadata(child, element_schema);
454
674
        return build_nested_children_from_access_node(child, child->type, node.children.at("*"),
455
674
                                                      path + ".*", element_schema,
456
674
                                                      prefer_exact_name_match);
457
676
    }
458
1.01k
    case TYPE_MAP:
459
1.01k
        return build_map_children_from_access_node(
460
1.01k
                column, assert_cast<const DataTypeMap&>(*nested_type), node, path, schema_column,
461
1.01k
                prefer_exact_name_match);
462
3
    case TYPE_VARIANT: {
463
        // A Variant nested below STRUCT/ARRAY/MAP owns paths relative to this terminal. Keeping
464
        // them on the nested ColumnDefinition lets ColumnMapper select the same physical leaves
465
        // as a root Variant without flattening away the surrounding container.
466
3
        column->variant_access_paths.clear();
467
3
        std::vector<std::string> variant_path;
468
3
        collect_variant_access_paths(node, &variant_path, &column->variant_access_paths);
469
3
        std::ranges::sort(column->variant_access_paths);
470
3
        column->variant_access_paths.erase(std::unique(column->variant_access_paths.begin(),
471
3
                                                       column->variant_access_paths.end()),
472
3
                                           column->variant_access_paths.end());
473
3
        return Status::OK();
474
676
    }
475
0
    default:
476
0
        return Status::NotSupported("AccessPathParser does not support access path {} for slot {}",
477
0
                                    path, column->name);
478
5.00k
    }
479
5.00k
}
480
481
} // namespace
482
483
Status AccessPathParser::build_nested_children(format::ColumnDefinition* column,
484
                                               const std::vector<TColumnAccessPath>& access_paths,
485
                                               const format::ColumnDefinition* schema_column,
486
297k
                                               bool prefer_exact_name_match) {
487
297k
    DORIS_CHECK(column != nullptr);
488
297k
    if (is_scanner_materialized_virtual_column(column->name)) {
489
547
        return Status::OK();
490
547
    }
491
296k
    if (remove_nullable(column->type)->get_primitive_type() == TYPE_VARIANT) {
492
271
        column->variant_access_paths.clear();
493
395
        for (const auto& access_path : access_paths) {
494
395
            if (access_path.type != TAccessPathType::DATA ||
495
395
                !access_path.__isset.data_access_path) {
496
0
                return Status::NotSupported(
497
0
                        "AccessPathParser only supports DATA access paths for Variant slot {}",
498
0
                        column->name);
499
0
            }
500
395
            const auto& path = access_path.data_access_path.path;
501
395
            if (path.empty()) {
502
                // Match the generic access-path tree: an empty DATA path denotes the whole slot
503
                // and dominates every narrower Variant path in the same request.
504
1
                column->variant_access_paths.clear();
505
1
                return Status::OK();
506
1
            }
507
394
            int32_t top_level_id = -1;
508
394
            if (to_lower(path.front()) != to_lower(column->name) &&
509
394
                (!parse_non_negative_int(path.front(), &top_level_id) ||
510
392
                 !column->has_identifier_field_id() ||
511
392
                 top_level_id != column->get_identifier_field_id())) {
512
0
                return Status::NotSupported(
513
0
                        "AccessPathParser access path {} does not match Variant slot {}",
514
0
                        access_path_to_string(path), column->name);
515
0
            }
516
394
            if (path.size() == 1) {
517
                // A whole-root access covers every subpath and must disable physical leaf pruning.
518
66
                column->variant_access_paths.clear();
519
66
                return Status::OK();
520
66
            }
521
328
            column->variant_access_paths.emplace_back(path.begin() + 1, path.end());
522
328
        }
523
204
        std::ranges::sort(column->variant_access_paths);
524
204
        column->variant_access_paths.erase(std::unique(column->variant_access_paths.begin(),
525
204
                                                       column->variant_access_paths.end()),
526
204
                                           column->variant_access_paths.end());
527
204
        return Status::OK();
528
271
    }
529
296k
    if (!is_complex_type(remove_nullable(column->type)->get_primitive_type())) {
530
191k
        return Status::OK();
531
191k
    }
532
533
104k
    AccessPathNode root;
534
    // Build tree for AccessPathNode.
535
    // For example, for access paths ["a.b", "a.c", "d"], the tree will be:
536
    // root
537
    // ├── a
538
    // │   ├── b
539
    // │   └── c
540
    // └── d
541
104k
    for (const auto& access_path : access_paths) {
542
        // TODO: Support META access paths if needed. Currently AccessPathParser only supports
543
        // DATA access paths.
544
26.4k
        if (access_path.type != TAccessPathType::DATA || !access_path.__isset.data_access_path) {
545
2
            return Status::NotSupported(
546
2
                    "AccessPathParser only supports DATA access paths for slot {}", column->name);
547
2
        }
548
26.4k
        const auto& path = access_path.data_access_path.path;
549
26.4k
        if (path.empty()) {
550
0
            insert_access_path(&root, path, 0);
551
0
            continue;
552
0
        }
553
26.4k
        int32_t top_level_id = -1;
554
26.4k
        if (to_lower(path.front()) != to_lower(column->name) &&
555
26.4k
            (!parse_non_negative_int(path.front(), &top_level_id) ||
556
24.6k
             !column->has_identifier_field_id() ||
557
24.5k
             top_level_id != column->get_identifier_field_id())) {
558
2
            return Status::NotSupported("AccessPathParser access path {} does not match slot {}",
559
2
                                        access_path_to_string(path), column->name);
560
2
        }
561
26.4k
        insert_access_path(&root, path, 1);
562
26.4k
    }
563
    // Recursively build nested children for the column based on the AccessPathNode tree.
564
104k
    return build_nested_children_from_access_node(column, column->type, root, column->name,
565
104k
                                                  schema_column, prefer_exact_name_match);
566
104k
}
567
568
Status AccessPathParser::build_nested_children(format::ColumnDefinition* column,
569
                                               const SlotDescriptor* slot_desc,
570
                                               const format::ColumnDefinition* schema_column,
571
295k
                                               bool prefer_exact_name_match) {
572
295k
    DORIS_CHECK(column != nullptr);
573
295k
    DORIS_CHECK(slot_desc != nullptr);
574
295k
    return build_nested_children(column, slot_desc->all_access_paths(),
575
295k
                                 slot_desc->predicate_access_paths(), schema_column,
576
295k
                                 prefer_exact_name_match);
577
295k
}
578
579
Status AccessPathParser::build_nested_children(
580
        format::ColumnDefinition* column, const std::vector<TColumnAccessPath>& all_access_paths,
581
        const std::vector<TColumnAccessPath>& predicate_access_paths,
582
295k
        const format::ColumnDefinition* schema_column, bool prefer_exact_name_match) {
583
295k
    DORIS_CHECK(column != nullptr);
584
295k
    auto predicate_column = *column;
585
295k
    RETURN_IF_ERROR(build_nested_children(column, all_access_paths, schema_column,
586
295k
                                          prefer_exact_name_match));
587
295k
    column->has_predicate_access_paths = !predicate_access_paths.empty();
588
295k
    column->predicate_children.clear();
589
295k
    column->predicate_variant_access_paths.clear();
590
295k
    if (predicate_access_paths.empty()) {
591
293k
        return Status::OK();
592
293k
    }
593
594
1.75k
    predicate_column.children.clear();
595
1.75k
    predicate_column.variant_access_paths.clear();
596
1.75k
    predicate_column.has_predicate_access_paths = false;
597
1.75k
    predicate_column.predicate_children.clear();
598
1.75k
    predicate_column.predicate_variant_access_paths.clear();
599
1.75k
    RETURN_IF_ERROR(build_nested_children(&predicate_column, predicate_access_paths, schema_column,
600
1.75k
                                          prefer_exact_name_match));
601
1.75k
    column->predicate_children = std::move(predicate_column.children);
602
1.75k
    column->predicate_variant_access_paths = std::move(predicate_column.variant_access_paths);
603
1.75k
    return Status::OK();
604
1.75k
}
605
606
} // namespace doris