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Backport #70328 to 24.8: Fix ALTER of Dynamic type with reducing max_types parameter
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@ -4487,26 +4487,124 @@ private:
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return [to_max_types]
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(ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable *, size_t) -> ColumnPtr
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{
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const auto & column_dynamic = assert_cast<const ColumnDynamic &>(*arguments[0].column);
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const auto & dynamic_column = assert_cast<const ColumnDynamic &>(*arguments[0].column);
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/// We should use the same limit as already used in column and change only global limit.
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/// It's needed because shared variant should contain values only when limit is exceeded,
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/// so if there are already some data, we cannot increase the limit.
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return ColumnDynamic::create(column_dynamic.getVariantColumnPtr(), column_dynamic.getVariantInfo(), column_dynamic.getMaxDynamicTypes(), to_max_types);
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return ColumnDynamic::create(dynamic_column.getVariantColumnPtr(), dynamic_column.getVariantInfo(), dynamic_column.getMaxDynamicTypes(), to_max_types);
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};
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}
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return [to_max_types]
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(ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable *, size_t) -> ColumnPtr
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{
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const auto & column_dynamic = assert_cast<const ColumnDynamic &>(*arguments[0].column);
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const auto & dynamic_column = assert_cast<const ColumnDynamic &>(*arguments[0].column);
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/// If real limit in the column is not greater than desired, just use the same variant column.
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if (column_dynamic.getMaxDynamicTypes() <= to_max_types)
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return ColumnDynamic::create(column_dynamic.getVariantColumnPtr(), column_dynamic.getVariantInfo(), column_dynamic.getMaxDynamicTypes(), to_max_types);
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if (dynamic_column.getMaxDynamicTypes() <= to_max_types)
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return ColumnDynamic::create(dynamic_column.getVariantColumnPtr(), dynamic_column.getVariantInfo(), dynamic_column.getMaxDynamicTypes(), to_max_types);
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/// Otherwise some variants should go to the shared variant. We try to keep the most frequent variants.
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const auto & variant_info = dynamic_column.getVariantInfo();
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const auto & variants = assert_cast<const DataTypeVariant &>(*variant_info.variant_type).getVariants();
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const auto & statistics = dynamic_column.getStatistics();
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const auto & variant_column = dynamic_column.getVariantColumn();
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auto shared_variant_discr = dynamic_column.getSharedVariantDiscriminator();
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std::vector<std::tuple<size_t, String, DataTypePtr>> variants_with_sizes;
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variants_with_sizes.reserve(variant_info.variant_names.size());
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for (const auto & [name, discr] : variant_info.variant_name_to_discriminator)
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{
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/// Don't include shared variant.
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if (discr == shared_variant_discr)
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continue;
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size_t size = variant_column.getVariantByGlobalDiscriminator(discr).size();
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/// If column has statistics from the data part, use size from it for consistency.
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/// It's important to keep the same dynamic structure of the result column during ALTER.
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if (statistics)
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{
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auto statistics_it = statistics->variants_statistics.find(name);
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if (statistics_it != statistics->variants_statistics.end())
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size = statistics_it->second;
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}
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variants_with_sizes.emplace_back(size, name, variants[discr]);
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}
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std::sort(variants_with_sizes.begin(), variants_with_sizes.end(), std::greater());
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DataTypes result_variants;
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result_variants.reserve(to_max_types + 1); /// +1 for shared variant.
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/// Add new variants from sorted list until we reach to_max_types.
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for (const auto & [size, name, type] : variants_with_sizes)
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{
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if (result_variants.size() < to_max_types)
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result_variants.push_back(type);
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else
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break;
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}
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/// Add shared variant.
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result_variants.push_back(ColumnDynamic::getSharedVariantDataType());
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/// Create resulting Variant type and Dynamic column.
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auto result_variant_type = std::make_shared<DataTypeVariant>(result_variants);
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auto result_dynamic_column = ColumnDynamic::create(result_variant_type->createColumn(), result_variant_type, to_max_types, to_max_types);
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const auto & result_variant_info = result_dynamic_column->getVariantInfo();
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auto & result_variant_column = result_dynamic_column->getVariantColumn();
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auto result_shared_variant_discr = result_dynamic_column->getSharedVariantDiscriminator();
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/// Create mapping from old discriminators to the new ones.
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std::vector<ColumnVariant::Discriminator> old_to_new_discriminators;
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old_to_new_discriminators.resize(variant_info.variant_name_to_discriminator.size(), result_shared_variant_discr);
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for (const auto & [name, discr] : result_variant_info.variant_name_to_discriminator)
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{
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auto old_discr = variant_info.variant_name_to_discriminator.at(name);
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old_to_new_discriminators[old_discr] = discr;
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/// Reuse old variant column if it's not shared variant.
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if (discr != result_shared_variant_discr)
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result_variant_column.getVariantPtrByGlobalDiscriminator(discr) = variant_column.getVariantPtrByGlobalDiscriminator(old_discr);
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}
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const auto & local_discriminators = variant_column.getLocalDiscriminators();
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const auto & offsets = variant_column.getOffsets();
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const auto & shared_variant = dynamic_column.getSharedVariant();
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auto & result_local_discriminators = result_variant_column.getLocalDiscriminators();
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result_local_discriminators.reserve(local_discriminators.size());
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auto & result_offsets = result_variant_column.getOffsets();
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result_offsets.reserve(offsets.size());
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auto & result_shared_variant = result_dynamic_column->getSharedVariant();
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for (size_t i = 0; i != local_discriminators.size(); ++i)
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{
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auto global_discr = variant_column.globalDiscriminatorByLocal(local_discriminators[i]);
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if (global_discr == ColumnVariant::NULL_DISCRIMINATOR)
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{
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result_local_discriminators.push_back(ColumnVariant::NULL_DISCRIMINATOR);
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result_offsets.emplace_back();
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}
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else if (global_discr == shared_variant_discr)
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{
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result_local_discriminators.push_back(result_variant_column.localDiscriminatorByGlobal(result_shared_variant_discr));
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result_offsets.push_back(result_shared_variant.size());
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result_shared_variant.insertFrom(shared_variant, offsets[i]);
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}
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else
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{
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auto result_global_discr = old_to_new_discriminators[global_discr];
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if (result_global_discr == result_shared_variant_discr)
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{
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result_local_discriminators.push_back(result_variant_column.localDiscriminatorByGlobal(result_shared_variant_discr));
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result_offsets.push_back(result_shared_variant.size());
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ColumnDynamic::serializeValueIntoSharedVariant(
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result_shared_variant,
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variant_column.getVariantByGlobalDiscriminator(global_discr),
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variants[global_discr],
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variants[global_discr]->getDefaultSerialization(),
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offsets[i]);
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}
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else
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{
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result_local_discriminators.push_back(result_variant_column.localDiscriminatorByGlobal(result_global_discr));
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result_offsets.push_back(offsets[i]);
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}
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}
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}
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/// Otherwise some variants should go to the shared variant. In this case we can just insert all
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/// the data into resulting column and it will do all the logic with shared variant.
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auto result_dynamic_column = ColumnDynamic::create(to_max_types);
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result_dynamic_column->insertRangeFrom(column_dynamic, 0, column_dynamic.size());
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return result_dynamic_column;
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};
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}
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@ -0,0 +1,2 @@
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600000 UInt64 false
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400000 String true
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@ -0,0 +1,9 @@
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set allow_experimental_dynamic_type=1;
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drop table if exists test;
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create table test (d Dynamic) engine=MergeTree order by tuple() settings min_rows_for_wide_part=1, min_bytes_for_wide_part=1;
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insert into test select number < 600000 ? number::Dynamic : ('str_' || number)::Dynamic from numbers(1000000);
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alter table test modify column d Dynamic(max_types=1);
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select count(), dynamicType(d), isDynamicElementInSharedData(d) from test group by dynamicType(d), isDynamicElementInSharedData(d);
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drop table test;
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