1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
|
#include <algorithm>
#include <memory>
#include <Core/NamesAndTypes.h>
#include <Interpreters/Context.h>
#include <Interpreters/TreeRewriter.h>
#include <Interpreters/ExpressionAnalyzer.h>
#include <Interpreters/ExpressionActions.h>
#include <Interpreters/IdentifierSemantic.h>
#include <Interpreters/misc.h>
#include <Parsers/ASTIdentifier.h>
#include <Parsers/ASTExpressionList.h>
#include <Parsers/ASTLiteral.h>
#include <Parsers/ASTFunction.h>
#include <Parsers/ASTSelectQuery.h>
#include <Parsers/ASTSubquery.h>
#include <Columns/ColumnConst.h>
#include <Columns/ColumnsNumber.h>
#include <Columns/ColumnsCommon.h>
#include <Columns/FilterDescription.h>
#include <DataTypes/DataTypesNumber.h>
#include <DataTypes/DataTypeString.h>
#include <DataTypes/DataTypeLowCardinality.h>
#include <Processors/QueryPlan/QueryPlan.h>
#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
#include <Processors/Sinks/EmptySink.h>
#include <Processors/Executors/CompletedPipelineExecutor.h>
#include <QueryPipeline/QueryPipelineBuilder.h>
#include <Storages/VirtualColumnUtils.h>
#include <IO/WriteHelpers.h>
#include <Common/typeid_cast.h>
#include <Parsers/makeASTForLogicalFunction.h>
#include <Columns/ColumnSet.h>
#include <Functions/FunctionHelpers.h>
#include <Interpreters/ActionsVisitor.h>
namespace DB
{
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
}
namespace
{
/// Verifying that the function depends only on the specified columns
bool isValidFunction(const ASTPtr & expression, const std::function<bool(const ASTPtr &)> & is_constant)
{
const auto * function = expression->as<ASTFunction>();
if (function && functionIsInOrGlobalInOperator(function->name))
{
// Second argument of IN can be a scalar subquery
return isValidFunction(function->arguments->children[0], is_constant);
}
else
return is_constant(expression);
}
/// Extract all subfunctions of the main conjunction, but depending only on the specified columns
bool extractFunctions(const ASTPtr & expression, const std::function<bool(const ASTPtr &)> & is_constant, ASTs & result)
{
const auto * function = expression->as<ASTFunction>();
if (function)
{
if (function->name == "and" || function->name == "indexHint")
{
bool ret = true;
for (const auto & child : function->arguments->children)
ret &= extractFunctions(child, is_constant, result);
return ret;
}
else if (function->name == "or")
{
bool ret = false;
ASTs or_args;
for (const auto & child : function->arguments->children)
ret |= extractFunctions(child, is_constant, or_args);
if (!or_args.empty())
{
/// In case of there are less number of arguments for which
/// is_constant() == true, we need to add always-true
/// implicitly to avoid breaking AND invariant.
///
/// Consider the following:
///
/// ((value = 10) OR (_table = 'v2')) AND ((_table = 'v1') OR (value = 20))
///
/// Without implicit always-true:
///
/// (_table = 'v2') AND (_table = 'v1')
///
/// With:
///
/// (_table = 'v2' OR 1) AND (_table = 'v1' OR 1) -> (_table = 'v2') OR (_table = 'v1')
///
if (or_args.size() != function->arguments->children.size())
or_args.push_back(std::make_shared<ASTLiteral>(Field(1)));
result.push_back(makeASTForLogicalOr(std::move(or_args)));
}
return ret;
}
}
if (isValidFunction(expression, is_constant))
{
result.push_back(expression->clone());
return true;
}
else
return false;
}
/// Construct a conjunction from given functions
ASTPtr buildWhereExpression(ASTs && functions)
{
if (functions.empty())
return nullptr;
if (functions.size() == 1)
return functions[0];
return makeASTForLogicalAnd(std::move(functions));
}
}
namespace VirtualColumnUtils
{
void rewriteEntityInAst(ASTPtr ast, const String & column_name, const Field & value, const String & func)
{
auto & select = ast->as<ASTSelectQuery &>();
if (!select.with())
select.setExpression(ASTSelectQuery::Expression::WITH, std::make_shared<ASTExpressionList>());
if (func.empty())
{
auto literal = std::make_shared<ASTLiteral>(value);
literal->alias = column_name;
literal->prefer_alias_to_column_name = true;
select.with()->children.push_back(literal);
}
else
{
auto literal = std::make_shared<ASTLiteral>(value);
literal->prefer_alias_to_column_name = true;
auto function = makeASTFunction(func, literal);
function->alias = column_name;
function->prefer_alias_to_column_name = true;
select.with()->children.push_back(function);
}
}
bool prepareFilterBlockWithQuery(const ASTPtr & query, ContextPtr context, Block block, ASTPtr & expression_ast)
{
if (block.rows() == 0)
throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot prepare filter with empty block");
/// Take the first row of the input block to build a constant block
auto columns = block.getColumns();
Columns const_columns(columns.size());
for (size_t i = 0; i < columns.size(); ++i)
{
if (isColumnConst(*columns[i]))
const_columns[i] = columns[i]->cloneResized(1);
else
const_columns[i] = ColumnConst::create(columns[i]->cloneResized(1), 1);
}
block.setColumns(const_columns);
bool unmodified = true;
const auto & select = query->as<ASTSelectQuery &>();
if (!select.where() && !select.prewhere())
return unmodified;
// Provide input columns as constant columns to check if an expression is
// constant and depends on the columns from provided block (the last is
// required to allow skipping some conditions for handling OR).
std::function<bool(const ASTPtr &)> is_constant = [&block, &context](const ASTPtr & expr)
{
auto actions = std::make_shared<ActionsDAG>(block.getColumnsWithTypeAndName());
PreparedSetsPtr prepared_sets = std::make_shared<PreparedSets>();
const NamesAndTypesList source_columns;
const NamesAndTypesList aggregation_keys;
const ColumnNumbersList grouping_set_keys;
ActionsVisitor::Data visitor_data(
context, SizeLimits{}, 1, source_columns, std::move(actions), prepared_sets, true, true, true,
{ aggregation_keys, grouping_set_keys, GroupByKind::NONE });
ActionsVisitor(visitor_data).visit(expr);
actions = visitor_data.getActions();
auto expr_column_name = expr->getColumnName();
const auto * expr_const_node = actions->tryFindInOutputs(expr_column_name);
if (!expr_const_node)
return false;
auto filter_actions = ActionsDAG::buildFilterActionsDAG({expr_const_node}, {}, context);
const auto & nodes = filter_actions->getNodes();
bool has_dependent_columns = std::any_of(nodes.begin(), nodes.end(), [&](const auto & node)
{
return block.has(node.result_name);
});
if (!has_dependent_columns)
return false;
auto expression_actions = std::make_shared<ExpressionActions>(actions);
auto block_with_constants = block;
expression_actions->execute(block_with_constants);
return block_with_constants.has(expr_column_name) && isColumnConst(*block_with_constants.getByName(expr_column_name).column);
};
/// Create an expression that evaluates the expressions in WHERE and PREWHERE, depending only on the existing columns.
ASTs functions;
if (select.where())
unmodified &= extractFunctions(select.where(), is_constant, functions);
if (select.prewhere())
unmodified &= extractFunctions(select.prewhere(), is_constant, functions);
expression_ast = buildWhereExpression(std::move(functions));
return unmodified;
}
void filterBlockWithQuery(const ASTPtr & query, Block & block, ContextPtr context, ASTPtr expression_ast)
{
if (block.rows() == 0)
return;
if (!expression_ast)
prepareFilterBlockWithQuery(query, context, block, expression_ast);
if (!expression_ast)
return;
/// Let's analyze and calculate the prepared expression.
auto syntax_result = TreeRewriter(context).analyze(expression_ast, block.getNamesAndTypesList());
ExpressionAnalyzer analyzer(expression_ast, syntax_result, context);
ExpressionActionsPtr actions = analyzer.getActions(false /* add alises */, true /* project result */, CompileExpressions::yes);
for (const auto & node : actions->getNodes())
{
if (node.type == ActionsDAG::ActionType::COLUMN)
{
const ColumnSet * column_set = checkAndGetColumnConstData<const ColumnSet>(node.column.get());
if (!column_set)
column_set = checkAndGetColumn<const ColumnSet>(node.column.get());
if (column_set)
{
auto future_set = column_set->getData();
if (!future_set->get())
{
if (auto * set_from_subquery = typeid_cast<FutureSetFromSubquery *>(future_set.get()))
{
auto plan = set_from_subquery->build(context);
auto builder = plan->buildQueryPipeline(QueryPlanOptimizationSettings::fromContext(context), BuildQueryPipelineSettings::fromContext(context));
auto pipeline = QueryPipelineBuilder::getPipeline(std::move(*builder));
pipeline.complete(std::make_shared<EmptySink>(Block()));
CompletedPipelineExecutor executor(pipeline);
executor.execute();
}
}
}
}
}
Block block_with_filter = block;
actions->execute(block_with_filter);
/// Filter the block.
String filter_column_name = expression_ast->getColumnName();
ColumnPtr filter_column = block_with_filter.getByName(filter_column_name).column->convertToFullColumnIfConst();
ConstantFilterDescription constant_filter(*filter_column);
if (constant_filter.always_true)
{
return;
}
if (constant_filter.always_false)
{
block = block.cloneEmpty();
return;
}
FilterDescription filter(*filter_column);
for (size_t i = 0; i < block.columns(); ++i)
{
ColumnPtr & column = block.safeGetByPosition(i).column;
column = column->filter(*filter.data, -1);
}
}
NamesAndTypesList getPathAndFileVirtualsForStorage(NamesAndTypesList storage_columns)
{
auto default_virtuals = NamesAndTypesList{
{"_path", std::make_shared<DataTypeLowCardinality>(std::make_shared<DataTypeString>())},
{"_file", std::make_shared<DataTypeLowCardinality>(std::make_shared<DataTypeString>())}};
default_virtuals.sort();
storage_columns.sort();
NamesAndTypesList result_virtuals;
std::set_difference(
default_virtuals.begin(), default_virtuals.end(), storage_columns.begin(), storage_columns.end(),
std::back_inserter(result_virtuals),
[](const NameAndTypePair & lhs, const NameAndTypePair & rhs){ return lhs.name < rhs.name; });
return result_virtuals;
}
static void addPathAndFileToVirtualColumns(Block & block, const String & path, size_t idx)
{
if (block.has("_path"))
block.getByName("_path").column->assumeMutableRef().insert(path);
if (block.has("_file"))
{
auto pos = path.find_last_of('/');
String file;
if (pos != std::string::npos)
file = path.substr(pos + 1);
else
file = path;
block.getByName("_file").column->assumeMutableRef().insert(file);
}
block.getByName("_idx").column->assumeMutableRef().insert(idx);
}
ASTPtr createPathAndFileFilterAst(const ASTPtr & query, const NamesAndTypesList & virtual_columns, const String & path_example, const ContextPtr & context)
{
if (!query || virtual_columns.empty())
return {};
Block block;
for (const auto & column : virtual_columns)
block.insert({column.type->createColumn(), column.type, column.name});
/// Create a block with one row to construct filter
/// Append "idx" column as the filter result
block.insert({ColumnUInt64::create(), std::make_shared<DataTypeUInt64>(), "_idx"});
addPathAndFileToVirtualColumns(block, path_example, 0);
ASTPtr filter_ast;
prepareFilterBlockWithQuery(query, context, block, filter_ast);
return filter_ast;
}
ColumnPtr getFilterByPathAndFileIndexes(const std::vector<String> & paths, const ASTPtr & query, const NamesAndTypesList & virtual_columns, const ContextPtr & context, ASTPtr filter_ast)
{
Block block;
for (const auto & column : virtual_columns)
block.insert({column.type->createColumn(), column.type, column.name});
block.insert({ColumnUInt64::create(), std::make_shared<DataTypeUInt64>(), "_idx"});
for (size_t i = 0; i != paths.size(); ++i)
addPathAndFileToVirtualColumns(block, paths[i], i);
filterBlockWithQuery(query, block, context, filter_ast);
return block.getByName("_idx").column;
}
void addRequestedPathAndFileVirtualsToChunk(
Chunk & chunk, const NamesAndTypesList & requested_virtual_columns, const String & path, const String * filename)
{
for (const auto & virtual_column : requested_virtual_columns)
{
if (virtual_column.name == "_path")
{
chunk.addColumn(virtual_column.type->createColumnConst(chunk.getNumRows(), path)->convertToFullColumnIfConst());
}
else if (virtual_column.name == "_file")
{
if (filename)
{
chunk.addColumn(virtual_column.type->createColumnConst(chunk.getNumRows(), *filename)->convertToFullColumnIfConst());
}
else
{
size_t last_slash_pos = path.find_last_of('/');
auto filename_from_path = path.substr(last_slash_pos + 1);
chunk.addColumn(virtual_column.type->createColumnConst(chunk.getNumRows(), filename_from_path)->convertToFullColumnIfConst());
}
}
}
}
}
}
|