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Fix assert error in quantileDeterministic #15683
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@ -39,8 +39,8 @@ namespace ErrorCodes
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namespace detail
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namespace detail
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{
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{
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const size_t DEFAULT_SAMPLE_COUNT = 8192;
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const size_t DEFAULT_MAX_SAMPLE_SIZE = 8192;
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const auto MAX_SKIP_DEGREE = sizeof(UInt32) * 8;
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const auto MAX_SKIP_DEGREE = sizeof(UInt32) * 8;
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}
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}
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/// What if there is not a single value - throw an exception, or return 0 or NaN in the case of double?
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/// What if there is not a single value - throw an exception, or return 0 or NaN in the case of double?
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@ -50,6 +50,7 @@ enum class ReservoirSamplerDeterministicOnEmpty
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RETURN_NAN_OR_ZERO,
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RETURN_NAN_OR_ZERO,
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};
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};
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template <typename T,
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template <typename T,
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ReservoirSamplerDeterministicOnEmpty OnEmpty = ReservoirSamplerDeterministicOnEmpty::THROW>
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ReservoirSamplerDeterministicOnEmpty OnEmpty = ReservoirSamplerDeterministicOnEmpty::THROW>
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class ReservoirSamplerDeterministic
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class ReservoirSamplerDeterministic
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@ -60,8 +61,8 @@ class ReservoirSamplerDeterministic
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}
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}
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public:
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public:
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ReservoirSamplerDeterministic(const size_t sample_count_ = DEFAULT_SAMPLE_COUNT)
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ReservoirSamplerDeterministic(const size_t max_sample_size_ = detail::DEFAULT_MAX_SAMPLE_SIZE)
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: sample_count{sample_count_}
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: max_sample_size{max_sample_size_}
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{
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{
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}
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}
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@ -131,8 +132,8 @@ public:
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void merge(const ReservoirSamplerDeterministic & b)
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void merge(const ReservoirSamplerDeterministic & b)
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{
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{
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if (sample_count != b.sample_count)
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if (max_sample_size != b.max_sample_size)
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throw Poco::Exception("Cannot merge ReservoirSamplerDeterministic's with different sample_count");
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throw Poco::Exception("Cannot merge ReservoirSamplerDeterministic's with different max sample count");
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sorted = false;
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sorted = false;
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if (b.skip_degree > skip_degree)
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if (b.skip_degree > skip_degree)
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@ -150,11 +151,16 @@ public:
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void read(DB::ReadBuffer & buf)
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void read(DB::ReadBuffer & buf)
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{
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{
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DB::readIntBinary<size_t>(sample_count, buf);
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size_t size = 0;
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DB::readIntBinary<size_t>(size, buf);
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DB::readIntBinary<size_t>(total_values, buf);
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DB::readIntBinary<size_t>(total_values, buf);
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samples.resize(std::min(total_values, sample_count));
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for (size_t i = 0; i < samples.size(); ++i)
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/// Compatibility with old versions.
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if (size > total_values)
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size = total_values;
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samples.resize(size);
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for (size_t i = 0; i < size; ++i)
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DB::readPODBinary(samples[i], buf);
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DB::readPODBinary(samples[i], buf);
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sorted = false;
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sorted = false;
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@ -162,10 +168,11 @@ public:
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void write(DB::WriteBuffer & buf) const
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void write(DB::WriteBuffer & buf) const
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{
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{
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DB::writeIntBinary<size_t>(sample_count, buf);
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size_t size = samples.size();
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DB::writeIntBinary<size_t>(size, buf);
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DB::writeIntBinary<size_t>(total_values, buf);
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DB::writeIntBinary<size_t>(total_values, buf);
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for (size_t i = 0; i < std::min(sample_count, total_values); ++i)
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for (size_t i = 0; i < size; ++i)
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DB::writePODBinary(samples[i], buf);
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DB::writePODBinary(samples[i], buf);
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}
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}
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@ -174,18 +181,19 @@ private:
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using Element = std::pair<T, UInt32>;
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using Element = std::pair<T, UInt32>;
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using Array = DB::PODArray<Element, 64>;
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using Array = DB::PODArray<Element, 64>;
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size_t sample_count;
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const size_t max_sample_size; /// Maximum amount of stored values.
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size_t total_values{};
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size_t total_values = 0; /// How many values were inserted (regardless if they remain in sample or not).
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bool sorted{};
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bool sorted = false;
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Array samples;
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Array samples;
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UInt8 skip_degree{};
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UInt8 skip_degree = 0; /// The number N determining that we save only one per 2^N elements in average.
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void insertImpl(const T & v, const UInt32 hash)
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void insertImpl(const T & v, const UInt32 hash)
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{
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{
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/// @todo why + 1? I don't quite recall
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/// Make a room for plus one element.
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while (samples.size() + 1 >= sample_count)
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while (samples.size() >= max_sample_size)
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{
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{
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if (++skip_degree > detail::MAX_SKIP_DEGREE)
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++skip_degree;
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if (skip_degree > detail::MAX_SKIP_DEGREE)
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throw DB::Exception{"skip_degree exceeds maximum value", DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED};
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throw DB::Exception{"skip_degree exceeds maximum value", DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED};
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thinOut();
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thinOut();
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}
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}
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@ -195,35 +203,17 @@ private:
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void thinOut()
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void thinOut()
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{
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{
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auto size = samples.size();
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samples.resize(std::distance(samples.begin(),
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for (size_t i = 0; i < size;)
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std::remove_if(samples.begin(), samples.end(), [this](const auto & elem){ return !good(elem.second); })));
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{
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sorted = false;
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if (!good(samples[i].second))
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{
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/// swap current element with the last one
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std::swap(samples[size - 1], samples[i]);
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--size;
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}
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else
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++i;
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}
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if (size != samples.size())
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{
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samples.resize(size);
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sorted = false;
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}
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}
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}
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void sortIfNeeded()
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void sortIfNeeded()
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{
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{
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if (sorted)
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if (sorted)
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return;
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return;
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std::sort(samples.begin(), samples.end(), [](const auto & lhs, const auto & rhs) { return lhs.first < rhs.first; });
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sorted = true;
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sorted = true;
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std::sort(samples.begin(), samples.end(), [] (const std::pair<T, UInt32> & lhs, const std::pair<T, UInt32> & rhs)
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{
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return lhs.first < rhs.first;
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});
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}
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}
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template <typename ResultType>
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template <typename ResultType>
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