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Add a count distinct AggregateType #1486

@kangkaisen

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@kangkaisen

Add a count distinct AggregateType base on RoaringBitmap, I have done a initial version, which could improve the count distinct performance dramatically.

The constraint for this count distinct AggregateType: the input data type should be bool, tiny int, small int, int. for other data type, we need mapping it to int use global dict or hash function.

When I do this work, I found some issue with current aggregate framework:

1 In order to add a new AggregateType, we need to change a lot of files:

 be/src/common/bitmap.h                                                   | 111 +++++++++++++++++++++++++++++++++++++++++++++++++
 be/src/exec/broker_scanner.cpp                                           |  25 +++++++++--
 be/src/exec/olap_scanner.cpp                                             |   9 +---
 be/src/exec/olap_scanner.h                                               |   2 -
 be/src/exprs/aggregate_functions.cpp                                     | 110 +++++++++++++++++++++++++++++++++++++++++++++++-
 be/src/exec/broker_scanner.cpp                                           |  25 +++++++++--
 be/src/exec/olap_scanner.cpp                                             |   9 +---
 be/src/exec/olap_scanner.h                                               |   2 -
 be/src/exprs/aggregate_functions.cpp                                     | 110 +++++++++++++++++++++++++++++++++++++++++++++++-
 be/src/exprs/aggregate_functions.h                                       |  15 +++++++
 be/src/exprs/anyval_util.cpp                                             |   4 ++
 be/src/exprs/anyval_util.h                                               |   5 +++
 be/src/exprs/expr.cpp                                                    |   3 ++
 be/src/exprs/expr_context.cpp                                            |   1 +
 be/src/exprs/new_agg_fn_evaluator.cc                                     |   5 ++-
 be/src/gutil/port.h                                                      |  12 +++---
 be/src/olap/CMakeLists.txt                                               |   2 +-
 be/src/olap/aggregate_func.cpp                                           |   7 +++-
 be/src/olap/aggregate_func.h                                             |  32 +++++++++++++-
 be/src/olap/column_reader.cpp                                            |   3 +-
 be/src/olap/column_reader.h                                              |   1 +
 be/src/olap/column_writer.cpp                                            |   3 +-
 be/src/olap/column_writer.h                                              |   1 +
 be/src/olap/field.cpp                                                    |  19 +++++----
 be/src/olap/field.h                                                      |  30 +++++++++++--
 be/src/olap/field_info.cpp                                               |  11 +++++
 be/src/olap/memtable.cpp                                                 |  19 ++++++++-
 be/src/olap/olap_common.h                                                |   6 ++-
 be/src/olap/olap_engine.cpp                                              |   6 +--
 be/src/olap/olap_table.cpp                                               |  20 ---------
 be/src/olap/olap_table.h                                                 |   2 -
 be/src/olap/push_handler.cpp                                             |   3 +-
 be/src/olap/reader.cpp                                                   |   2 +-
 be/src/olap/row_block.cpp                                                |   6 ++-
 be/src/olap/row_cursor.cpp                                               |  23 +++++++++-
 be/src/olap/row_cursor.h                                                 |  11 ++++-
 be/src/olap/schema.h                                                     |  10 ++---
 be/src/olap/segment_reader.cpp                                           |  27 +-----------
 be/src/olap/segment_reader.h                                             |  14 -------
 be/src/olap/types.cpp                                                    |   1 +
 be/src/olap/types.h                                                      |  12 ++++++
 be/src/runtime/primitive_type.cpp                                        |  13 +++++-
 be/src/runtime/primitive_type.h                                          |   7 +++-
 be/src/runtime/raw_value.cpp                                             |   6 ++-
 be/src/runtime/raw_value.h                                               |  11 +++--
 be/src/runtime/raw_value_ir.cpp                                          |   3 +-
 be/src/runtime/result_writer.cpp                                         |   1 -
 be/src/runtime/tuple.cpp                                                 |   4 +-
 be/src/runtime/types.h                                                   |   6 ++-
 be/src/runtime/vectorized_row_batch.cpp                                  |   6 ++-
 be/src/udf/udf.h                                                         |   1 +
 be/src/runtime/tuple.cpp                                                 |   4 +-
 be/src/runtime/types.h                                                   |   6 ++-
 be/src/runtime/vectorized_row_batch.cpp                                  |   6 ++-
 be/src/udf/udf.h                                                         |   1 +
 be/src/util/symbols_util.cpp                                             |   1 +
 fe/src/main/cup/sql_parser.cup                                           |  13 +++++-
 fe/src/main/java/org/apache/doris/alter/SchemaChangeHandler.java         |   5 +++
 fe/src/main/java/org/apache/doris/analysis/AggregateInfoBase.java        |   1 +
 fe/src/main/java/org/apache/doris/analysis/BuiltinAggregateFunction.java |   1 +
 fe/src/main/java/org/apache/doris/analysis/CreateTableStmt.java          |  10 +++++
 fe/src/main/java/org/apache/doris/analysis/Expr.java                     |   6 +++
 fe/src/main/java/org/apache/doris/analysis/FunctionCallExpr.java         |  18 +++++++-
 fe/src/main/java/org/apache/doris/analysis/LiteralExpr.java              |   1 +
 fe/src/main/java/org/apache/doris/analysis/SelectStmt.java               |  13 ++++++
 fe/src/main/java/org/apache/doris/catalog/AggregateType.java             |   9 +++-
 fe/src/main/java/org/apache/doris/catalog/Column.java                    |   2 +-
 fe/src/main/java/org/apache/doris/catalog/Function.java                  |   2 +
 fe/src/main/java/org/apache/doris/catalog/FunctionSet.java               |  33 ++++++++++++++-
 fe/src/main/java/org/apache/doris/catalog/PrimitiveType.java             |  22 +++++++++-
 fe/src/main/java/org/apache/doris/catalog/ScalarFunction.java            |   1 +
 fe/src/main/java/org/apache/doris/catalog/ScalarType.java                |  18 ++++++++
 fe/src/main/java/org/apache/doris/catalog/Type.java                      |  38 +++++++++++++++--
 fe/src/main/java/org/apache/doris/common/util/Util.java                  |   1 +
 fe/src/main/java/org/apache/doris/planner/SingleNodePlanner.java         |  14 ++++++-
 fe/src/main/jflex/sql_scanner.flex                                       |   4 +-
 gensrc/thrift/PlanNodes.thrift                                           |   3 +-
 gensrc/thrift/Types.thrift                                               |   4 +-
 70 files changed, 704 insertions(+), 147 deletions(-)

2 In order to add a new complex AggregateType, we also need to add a new data type.

3 Currently, we don't support variable-length Aggregate value very well.

4 Currently, the memory management isn't simple for complex aggregate value.

5 The write and read logic for Aggregate value is dispersive.

6 For a Aggregate value, the logic in aggregate_func.h and aggregate_functions.cpp should be unified.

7 we don't have a unified, clear interface for all Aggregate value.

After simply discussed with @imay. we decided to reactor the Aggregate value framework firstly to make we could add a complex aggregate value easily.

As for the reactor goal, reactor way and reactor task, I will write a doc later.

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