/** * Copyright (c) 2021 OceanBase * OceanBase CE is licensed under Mulan PubL v2. * You can use this software according to the terms and conditions of the Mulan PubL v2. * You may obtain a copy of Mulan PubL v2 at: * http://license.coscl.org.cn/MulanPubL-2.0 * THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, * EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, * MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE. * See the Mulan PubL v2 for more details. */ #ifndef OCEANBASE_SQL_ENGINE_EXPR_ESTIMATE_NDV_H_ #define OCEANBASE_SQL_ENGINE_EXPR_ESTIMATE_NDV_H_ #include "sql/engine/expr/ob_expr_operator.h" namespace oceanbase { namespace sql { class ObExprEstimateNdv : public ObFuncExprOperator { public: explicit ObExprEstimateNdv(common::ObIAllocator &alloc); virtual ~ObExprEstimateNdv(); virtual int calc_result_type1(ObExprResType &type, ObExprResType &type1, common::ObExprTypeCtx &type_ctx) const; static void llc_estimate_ndv(int64_t &result, const common::ObString &bitmap_str); static int llc_estimate_ndv(double &estimate_ndv, const common::ObString &bitmap_buf); // 计算value的leading zeros。在HyperLogLogCount中,一个hash值的前面若干位要用来做分桶, // 这里的传入参数value是通过左移移除掉分桶部分后的部分,它的实际有效位数是高bit_width位。 static uint64_t llc_leading_zeros(uint64_t value, uint64_t bit_width); static bool llc_is_num_buckets_valid(int64_t num_buckets); // for engine 3.0 virtual int cg_expr(ObExprCGCtx &expr_cg_ctx, const ObRawExpr &raw_expr, ObExpr &rt_expr) const override; static int calc_estimate_ndv_expr(const ObExpr &expr, ObEvalCtx &ctx, ObDatum &res_datum); private: // 计算HyperLogLogCount中的 alpha * m^2 的函数。计算涉及变量m(uint64_t) // 转double的步骤,调用者需要考虑可能的精度损失(目前m通常不超过4096,无损失)。 static inline double llc_alpha_times_m_square(const uint64_t m); // 根据Google的HLLC论文桶数至少取2^4(16)个,至多取2^16(65536)个。 static const int LLC_NUM_BUCKETS_MIN = (1 << 4); static const int LLC_NUM_BUCKETS_MAX = (1 << 16); private: DISALLOW_COPY_AND_ASSIGN(ObExprEstimateNdv); }; } /* namespace sql */ } /* namespace oceanbase */ #endif /* OCEANBASE_SQL_ENGINE_EXPR_ESTIMATE_NDV_H_ */