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261 lines
7.7 KiB
C++
261 lines
7.7 KiB
C++
#pragma once
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#include <DB/Core/FieldVisitors.h>
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#include <DB/AggregateFunctions/IUnaryAggregateFunction.h>
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#include <DB/AggregateFunctions/UniqVariadicHash.h>
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#include <DB/DataTypes/DataTypesNumberFixed.h>
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#include <DB/DataTypes/DataTypeTuple.h>
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namespace DB
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{
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/** Counts the number of unique values up to no more than specified in the parameter.
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*
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* Example: uniqUpTo(3)(UserID)
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* - will count the number of unique visitors, return 1, 2, 3 or 4 if visitors > = 4.
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*
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* For strings, a non-cryptographic hash function is used, due to which the calculation may be a bit inaccurate.
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*/
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template <typename T>
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struct __attribute__((__packed__)) AggregateFunctionUniqUpToData
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{
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/** If count == threshold + 1 - this means that it is "overflowed" (values greater than threshold).
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* In this case (for example, after calling the merge function), the `data` array does not necessarily contain the initialized values
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* - example: combine a state in which there are few values, with another state that has overflowed;
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* then set count to `threshold + 1`, and values from another state are not copied.
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*/
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UInt8 count = 0;
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T data[0];
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size_t size() const
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{
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return count;
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}
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/// threshold - for how many elements there is room in a `data`.
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void insert(T x, UInt8 threshold)
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{
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/// The state is already full - nothing needs to be done.
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if (count > threshold)
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return;
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/// Linear search for the matching element.
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for (size_t i = 0; i < count; ++i)
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if (data[i] == x)
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return;
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/// Did not find the matching element. If there is room for one more element, insert it.
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if (count < threshold)
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data[count] = x;
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/// After increasing count, the state may be overflowed.
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++count;
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}
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void merge(const AggregateFunctionUniqUpToData<T> & rhs, UInt8 threshold)
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{
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if (count > threshold)
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return;
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if (rhs.count > threshold)
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{
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/// If `rhs` is overflowed, then set `count` too also overflowed for the current state.
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count = rhs.count;
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return;
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}
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for (size_t i = 0; i < rhs.count; ++i)
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insert(rhs.data[i], threshold);
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}
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void write(WriteBuffer & wb, UInt8 threshold) const
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{
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writeBinary(count, wb);
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/// Write values only if the state is not overflowed. Otherwise, they are not needed, and only the fact that the state is overflowed is important.
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if (count <= threshold)
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wb.write(reinterpret_cast<const char *>(&data[0]), count * sizeof(data[0]));
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}
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void read(ReadBuffer & rb, UInt8 threshold)
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{
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readBinary(count, rb);
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if (count <= threshold)
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rb.read(reinterpret_cast<char *>(&data[0]), count * sizeof(data[0]));
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}
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void addImpl(const IColumn & column, size_t row_num, UInt8 threshold)
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{
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insert(static_cast<const ColumnVector<T> &>(column).getData()[row_num], threshold);
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}
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};
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/// For strings, their hashes are remembered.
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template <>
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struct AggregateFunctionUniqUpToData<String> : AggregateFunctionUniqUpToData<UInt64>
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{
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void addImpl(const IColumn & column, size_t row_num, UInt8 threshold)
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{
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/// Keep in mind that calculations are approximate.
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StringRef value = column.getDataAt(row_num);
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insert(CityHash64(value.data, value.size), threshold);
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}
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};
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constexpr UInt8 uniq_upto_max_threshold = 100;
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template <typename T>
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class AggregateFunctionUniqUpTo final : public IUnaryAggregateFunction<AggregateFunctionUniqUpToData<T>, AggregateFunctionUniqUpTo<T> >
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{
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private:
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UInt8 threshold = 5; /// Default value if the parameter is not specified.
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public:
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size_t sizeOfData() const override
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{
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return sizeof(AggregateFunctionUniqUpToData<T>) + sizeof(T) * threshold;
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}
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String getName() const override { return "uniqUpTo"; }
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DataTypePtr getReturnType() const override
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{
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return std::make_shared<DataTypeUInt64>();
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}
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void setArgument(const DataTypePtr & argument)
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{
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}
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void setParameters(const Array & params) override
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{
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if (params.size() != 1)
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throw Exception("Aggregate function " + getName() + " requires exactly one parameter.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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UInt64 threshold_param = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), params[0]);
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if (threshold_param > uniq_upto_max_threshold)
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throw Exception("Too large parameter for aggregate function " + getName() + ". Maximum: " + toString(uniq_upto_max_threshold),
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ErrorCodes::ARGUMENT_OUT_OF_BOUND);
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threshold = threshold_param;
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}
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void addImpl(AggregateDataPtr place, const IColumn & column, size_t row_num, Arena *) const
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{
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this->data(place).addImpl(column, row_num, threshold);
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}
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void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena * arena) const override
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{
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this->data(place).merge(this->data(rhs), threshold);
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}
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void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override
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{
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this->data(place).write(buf, threshold);
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}
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void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena *) const override
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{
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this->data(place).read(buf, threshold);
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}
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void insertResultInto(ConstAggregateDataPtr place, IColumn & to) const override
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{
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static_cast<ColumnUInt64 &>(to).getData().push_back(this->data(place).size());
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}
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};
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/** For multiple arguments. To compute, hashes them.
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* You can pass multiple arguments as is; You can also pass one argument - a tuple.
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* But (for the possibility of effective implementation), you can not pass several arguments, among which there are tuples.
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*/
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template <bool argument_is_tuple>
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class AggregateFunctionUniqUpToVariadic final : public IAggregateFunctionHelper<AggregateFunctionUniqUpToData<UInt64>>
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{
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private:
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size_t num_args = 0;
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UInt8 threshold = 5; /// Default value if the parameter is not specified.
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public:
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size_t sizeOfData() const override
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{
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return sizeof(AggregateFunctionUniqUpToData<UInt64>) + sizeof(UInt64) * threshold;
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}
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String getName() const override { return "uniqUpTo"; }
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DataTypePtr getReturnType() const override
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{
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return std::make_shared<DataTypeUInt64>();
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}
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void setArguments(const DataTypes & arguments) override
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{
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if (argument_is_tuple)
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num_args = typeid_cast<const DataTypeTuple &>(*arguments[0]).getElements().size();
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else
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num_args = arguments.size();
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}
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void setParameters(const Array & params) override
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{
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if (params.size() != 1)
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throw Exception("Aggregate function " + getName() + " requires exactly one parameter.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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UInt64 threshold_param = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), params[0]);
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if (threshold_param > uniq_upto_max_threshold)
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throw Exception("Too large parameter for aggregate function " + getName() + ". Maximum: " + toString(uniq_upto_max_threshold),
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ErrorCodes::ARGUMENT_OUT_OF_BOUND);
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threshold = threshold_param;
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}
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void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena *) const override
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{
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this->data(place).insert(UniqVariadicHash<false, argument_is_tuple>::apply(num_args, columns, row_num), threshold);
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}
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void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena * arena) const override
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{
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this->data(place).merge(this->data(rhs), threshold);
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}
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void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override
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{
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this->data(place).write(buf, threshold);
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}
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void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena *) const override
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{
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this->data(place).read(buf, threshold);
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}
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void insertResultInto(ConstAggregateDataPtr place, IColumn & to) const override
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{
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static_cast<ColumnUInt64 &>(to).getData().push_back(this->data(place).size());
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}
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static void addFree(const IAggregateFunction * that, AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena *arena)
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{
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static_cast<const AggregateFunctionUniqUpToVariadic &>(*that).add(place, columns, row_num, arena);
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}
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IAggregateFunction::AddFunc getAddressOfAddFunction() const override final { return &addFree; }
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};
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}
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