[Acero] Not support type like Fixed Size List in asof join node

[mroz45]

Describe the enhancement requested

The current implementation of the asof join operation does not support the Fixed Size List. When attempting to use this data type in an asof join, the following error occurs:

Invalid: Unsupported data type fixed_size_list<item: int32>[3] for field List

Example of the code causing errors

    const int32_t list_size = 3; 
    const int num_rows = 5; 

    auto list_type = arrow::fixed_size_list(arrow::int32(), list_size);
    auto inner_builder = std::make_shared<arrow::Int32Builder>(arrow::default_memory_pool());

    arrow::Int16Builder idx_builder;
    arrow::FixedSizeListBuilder builder(arrow::default_memory_pool(), inner_builder, list_type);
    ARROW_RETURN_NOT_OK(builder.Reserve(num_rows));

    for (int i = 0; i < num_rows; ++i) {
        ARROW_RETURN_NOT_OK(inner_builder->AppendValues({i * 10, i * 10 + 1, i * 10 + 2}));
        ARROW_RETURN_NOT_OK(builder.Append());
        ARROW_RETURN_NOT_OK(idx_builder.Append(i));
    }

ARROW_ASSIGN_OR_RAISE(auto idx_list, idx_builder.Finish());
ARROW_ASSIGN_OR_RAISE(auto result1, builder.Finish());

    for (int j = 0; j < num_rows; ++j) {
        ARROW_RETURN_NOT_OK(inner_builder->AppendValues({j * 20, j * 20 + 4, j * 20 + 5}));
        ARROW_RETURN_NOT_OK(builder.Append());
        ARROW_RETURN_NOT_OK(idx_builder.Append(j*2));
    }
    
ARROW_ASSIGN_OR_RAISE(auto idx_list2, idx_builder.Finish());
ARROW_ASSIGN_OR_RAISE(auto result2, builder.Finish());

//first table
  std::shared_ptr<arrow::Schema> schema1;
  schema1=arrow::schema({arrow::field("List", list_type), arrow::field("idx", arrow::int16())});

  std::shared_ptr<arrow::Table> l_table;
  l_table = arrow::Table::Make(schema1, {result1, idx_list}, num_rows);


//second table
  std::shared_ptr<arrow::Schema> schema2;
  schema2=arrow::schema({arrow::field("List", list_type), arrow::field("idx", arrow::int16())});

  std::shared_ptr<arrow::Table> r_table;
  r_table = arrow::Table::Make(schema2, {result2, idx_list2}, num_rows);

auto table_source_options_l = ac::TableSourceNodeOptions{l_table};
ac::Declaration left{"table_source", std::move(table_source_options_l), "lTable"};

auto table_source_options_r = ac::TableSourceNodeOptions{r_table};
ac::Declaration right{"table_source", std::move(table_source_options_r),"rTable"};

arrow::acero::AsofJoinNodeOptions::Keys left_keys;
left_keys.on_key = arrow::FieldRef("idx"); 

arrow::acero::AsofJoinNodeOptions::Keys right_keys;
right_keys.on_key = arrow::FieldRef("idx");  

ac::AsofJoinNodeOptions asof_opt{{left_keys, right_keys}, 3};

arrow::acero::Declaration asof{"asofjoin", {std::move(left), std::move(right)}, std::move(asof_opt),};
ARROW_ASSIGN_OR_RAISE(auto output_table, ac::DeclarationToTable(std::move(asof)));

Component(s)

C++