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native/clickhouse-cpp/clickhouse/columns/lowcardinality.h

#pragma once
#include "column.h"
#include "numeric.h"
#include "nullable.h"
#include <functional>
#include <string>
#include <unordered_map>
#include <utility>
namespace clickhouse {
template <typename NestedColumnType>
class ColumnLowCardinalityT;
namespace details {
/** LowCardinalityHashKey used as key in unique items hashmap to abstract away key value
* (type of which depends on dictionary column) and to reduce likelehood of collisions.
*
* In order to dramatically reduce collision rate, we use 2 different hashes from 2 different hash functions.
* First hash is used in hashtable (to calculate item position).
* Second one is used as part of key value and accessed via `operator==()` upon collision resolution/detection.
*/
using LowCardinalityHashKey = std::pair<std::uint64_t, std::uint64_t>;
struct LowCardinalityHashKeyHash {
inline std::size_t operator()(const LowCardinalityHashKey &hash_key) const noexcept {
return hash_key.first;
}
};
}
/*
* LC column contains an "invisible" default item at the beginning of the collection. [default, ...]
* If the nested type is Nullable, it contains a null-item at the beginning and a default item at the second position. [null, default, ...]
* Null map is not serialized in LC columns. Instead, nulls are tracked by having an index of 0.
* */
class ColumnLowCardinality : public Column {
public:
using UniqueItems = std::unordered_map<details::LowCardinalityHashKey, size_t /*dictionary index*/, details::LowCardinalityHashKeyHash>;
template <typename T>
friend class ColumnLowCardinalityT;
private:
// IMPLEMENTATION NOTE: ColumnLowCardinalityT takes reference to underlying dictionary column object,
// so make sure to NOT change address of the dictionary object (with reset(), swap()) or with anything else.
ColumnRef dictionary_column_;
ColumnRef index_column_;
UniqueItems unique_items_map_;
public:
ColumnLowCardinality(ColumnLowCardinality&& col) = default;
// c-tor makes a deep copy of the dictionary_column.
explicit ColumnLowCardinality(ColumnRef dictionary_column);
explicit ColumnLowCardinality(std::shared_ptr<ColumnNullable> dictionary_column);
template <typename T>
explicit ColumnLowCardinality(std::shared_ptr<ColumnNullableT<T>> dictionary_column)
: ColumnLowCardinality(dictionary_column->template As<ColumnNullable>())
{}
~ColumnLowCardinality();
/// Increase the capacity of the column for large block insertion.
void Reserve(size_t new_cap) override;
/// Appends another LowCardinality column to the end of this one, updating dictionary.
void Append(ColumnRef /*column*/) override;
bool LoadPrefix(InputStream* input, size_t rows) override;
/// Loads column data from input stream.
bool LoadBody(InputStream* input, size_t rows) override;
/// Saves column prefix to output stream.
void SavePrefix(OutputStream* output) override;
/// Saves column data to output stream.
void SaveBody(OutputStream* output) override;
/// Clear column data.
void Clear() override;
/// Returns count of rows in the column.
size_t Size() const override;
/// Makes slice of current column, with compacted dictionary
ColumnRef Slice(size_t begin, size_t len) const override;
ColumnRef CloneEmpty() const override;
void Swap(Column& other) override;
ItemView GetItem(size_t index) const override;
size_t GetDictionarySize() const;
TypeRef GetNestedType() const;
protected:
std::uint64_t getDictionaryIndex(std::uint64_t item_index) const;
void appendIndex(std::uint64_t item_index);
void removeLastIndex();
ColumnRef GetDictionary();
void AppendUnsafe(const ItemView &);
private:
void Setup(ColumnRef dictionary_column);
void AppendNullItem();
void AppendDefaultItem();
public:
static details::LowCardinalityHashKey computeHashKey(const ItemView &);
};
/** Type-aware wrapper that provides simple convenience interface for accessing/appending individual items.
*/
template <typename DictionaryColumnType>
class ColumnLowCardinalityT : public ColumnLowCardinality {
DictionaryColumnType& typed_dictionary_;
const Type::Code type_;
public:
using WrappedColumnType = DictionaryColumnType;
// Type this column takes as argument of Append and returns with At() and operator[]
using ValueType = typename DictionaryColumnType::ValueType;
explicit ColumnLowCardinalityT(ColumnLowCardinality&& col)
: ColumnLowCardinality(std::move(col))
, typed_dictionary_(dynamic_cast<DictionaryColumnType &>(*GetDictionary()))
, type_(GetTypeCode(typed_dictionary_))
{
}
template <typename ...Args>
explicit ColumnLowCardinalityT(Args &&... args)
: ColumnLowCardinalityT(std::make_shared<DictionaryColumnType>(std::forward<Args>(args)...))
{}
// Create LC<T> column from existing T-column, making a deep copy of all contents.
explicit ColumnLowCardinalityT(std::shared_ptr<DictionaryColumnType> dictionary_col)
: ColumnLowCardinality(dictionary_col)
, typed_dictionary_(dynamic_cast<DictionaryColumnType &>(*GetDictionary()))
, type_(GetTypeCode(typed_dictionary_))
{}
/// Extended interface to simplify reading/adding individual items.
/// Returns element at given row number.
inline ValueType At(size_t n) const {
return typed_dictionary_.At(getDictionaryIndex(n));
}
/// Returns element at given row number.
inline ValueType operator [] (size_t n) const {
return typed_dictionary_[getDictionaryIndex(n)];
}
// so the non-virtual Append below doesn't shadow Append() from base class when compiled with older compilers.
using ColumnLowCardinality::Append;
inline void Append(const ValueType & value) {
if constexpr (IsNullable<WrappedColumnType>) {
if (value.has_value()) {
AppendUnsafe(ItemView{type_, *value});
} else {
AppendUnsafe(ItemView{});
}
} else {
AppendUnsafe(ItemView{type_, value});
}
}
template <typename T>
inline void AppendMany(const T& container) {
for (const auto & item : container) {
Append(item);
}
}
/** Create a ColumnLowCardinalityT from a ColumnLowCardinality, without copying data and offsets, but by
* 'stealing' those from `col`.
*
* Ownership of column internals is transferred to returned object, original (argument) object
* MUST NOT BE USED IN ANY WAY, it is only safe to dispose it.
*
* Throws an exception if `col` is of wrong type, it is safe to use original col in this case.
* This is a static method to make such conversion verbose.
*/
static auto Wrap(ColumnLowCardinality&& col) {
return std::make_shared<ColumnLowCardinalityT<WrappedColumnType>>(std::move(col));
}
static auto Wrap(Column&& col) { return Wrap(std::move(dynamic_cast<ColumnLowCardinality&&>(col))); }
// Helper to simplify integration with other APIs
static auto Wrap(ColumnRef&& col) { return Wrap(std::move(*col->AsStrict<ColumnLowCardinality>())); }
ColumnRef Slice(size_t begin, size_t size) const override {
return Wrap(ColumnLowCardinality::Slice(begin, size));
}
ColumnRef CloneEmpty() const override { return Wrap(ColumnLowCardinality::CloneEmpty()); }
private:
template <typename T>
static auto GetTypeCode(T& column) {
if constexpr (IsNullable<T>) {
return GetTypeCode(*column.Nested()->template AsStrict<typename T::NestedColumnType>());
} else {
return column.Type()->GetCode();
}
}
};
}