// Licensed to the Apache Software Foundation (ASF) under one

// or more contributor license agreements.  See the NOTICE file

// distributed with this work for additional information

// regarding copyright ownership.  The ASF licenses this file

// to you under the Apache License, Version 2.0 (the

// "License"); you may not use this file except in compliance

// with the License.  You may obtain a copy of the License at

//

//   http://www.apache.org/licenses/LICENSE-2.0

//

// Unless required by applicable law or agreed to in writing,

// software distributed under the License is distributed on an

// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY

// KIND, either express or implied.  See the License for the

// specific language governing permissions and limitations

// under the License.

#pragma once

#include <stddef.h>

#include "common/exception.h"

#include "common/status.h"

#include "util/io_helper.h"

namespace doris {

#include "common/compile_check_begin.h"

class BufferReadable;

class BufferWritable;

template <typename T, size_t _level>

struct VarMoments {

    // m[1] = sum(x)

    // m[2] = sum(x^2)

    // m[3] = sum(x^3)

    // m[4] = sum(x^4)

    T m[_level + 1] {};

    void add(T x) {

        ++m[0];

        m[1] += x;

        m[2] += x * x;

        if constexpr (_level >= 3) m[3] += x * x * x;

        if constexpr (_level >= 4) m[4] += x * x * x * x;

    }

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm4EE3addEd

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm3EE3addEd

    void merge(const VarMoments& rhs) {

        m[0] += rhs.m[0];

        m[1] += rhs.m[1];

        m[2] += rhs.m[2];

        if constexpr (_level >= 3) m[3] += rhs.m[3];

        if constexpr (_level >= 4) m[4] += rhs.m[4];

    }

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm4EE5mergeERKS1_

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm3EE5mergeERKS1_

    void write(BufferWritable& buf) const { buf.write_binary(*this); }

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm4EE5writeERNS_14BufferWritableE

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm3EE5writeERNS_14BufferWritableE

    void read(BufferReadable& buf) { buf.read_binary(*this); }

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm4EE4readERNS_14BufferReadableE

Unexecuted instantiation: _ZN5doris10VarMomentsIdLm3EE4readERNS_14BufferReadableE

    T get() const {

        throw doris::Exception(ErrorCode::INTERNAL_ERROR,

                               "Variation moments should be obtained by 'get_population' method");

    }

    T get_population() const {

        if (m[0] == 0) return std::numeric_limits<T>::quiet_NaN();

        /// Due to numerical errors, the result can be slightly less than zero,

        /// but it should be impossible. Trim to zero.

        return std::max(T {}, (m[2] - m[1] * m[1] / m[0]) / m[0]);

    }

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm4EE14get_populationEv

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm3EE14get_populationEv

    T get_sample() const {

        if (m[0] <= 1) return std::numeric_limits<T>::quiet_NaN();

        return std::max(T {}, (m[2] - m[1] * m[1] / m[0]) / (m[0] - 1));

    }

    T get_moment_3() const {

        if constexpr (_level < 3) {

            throw doris::Exception(

                    ErrorCode::INTERNAL_ERROR,

                    "Variation moments should be obtained by 'get_population' method");

        } else {

            if (m[0] == 0) return std::numeric_limits<T>::quiet_NaN();

            // to avoid accuracy problem

            if (m[0] == 1) return 0;

            /// \[ \frac{1}{m_0} (m_3 - (3 * m_2 - \frac{2 * {m_1}^2}{m_0}) * \frac{m_1}{m_0});\]

            return (m[3] - (3 * m[2] - 2 * m[1] * m[1] / m[0]) * m[1] / m[0]) / m[0];

        }

    }

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm4EE12get_moment_3Ev

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm3EE12get_moment_3Ev

    T get_moment_4() const {

        if constexpr (_level < 4) {

            throw doris::Exception(

                    ErrorCode::INTERNAL_ERROR,

                    "Variation moments should be obtained by 'get_population' method");

        } else {

            if (m[0] == 0) return std::numeric_limits<T>::quiet_NaN();

            // to avoid accuracy problem

            if (m[0] == 1) return 0;

            /// \[ \frac{1}{m_0}(m_4 - (4 * m_3 - (6 * m_2 - \frac{3 * m_1^2}{m_0} ) \frac{m_1}{m_0})\frac{m_1}{m_0})\]

            return (m[4] -

                    (4 * m[3] - (6 * m[2] - 3 * m[1] * m[1] / m[0]) * m[1] / m[0]) * m[1] / m[0]) /

                   m[0];

        }

    }

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm4EE12get_moment_4Ev

Unexecuted instantiation: _ZNK5doris10VarMomentsIdLm3EE12get_moment_4Ev

    void reset() {

        m = {};

        return;

    }

};

} // namespace doris

#include "common/compile_check_end.h"