patch 4.0
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@ -19,32 +19,35 @@ namespace oceanbase {
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namespace sql {
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class ObExprEstimateNdv : public ObFuncExprOperator {
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public:
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explicit ObExprEstimateNdv(common::ObIAllocator& alloc);
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explicit ObExprEstimateNdv(common::ObIAllocator &alloc);
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virtual ~ObExprEstimateNdv();
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virtual int calc_result_type1(
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ObExprResType& type, ObExprResType& type1, common::ObExprTypeCtx& type_ctx) const override;
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virtual int calc_result1(common::ObObj& result, const common::ObObj& obj, common::ObExprCtx& expr_ctx) const override;
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static int llc_estimate_ndv(common::ObObj& result, const common::ObObj& obj, common::ObExprCtx& expr_ctx);
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static void llc_estimate_ndv(int64_t& result, const common::ObString& bitmap_str);
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static int llc_estimate_ndv(double& estimate_ndv, const common::ObString& bitmap_buf);
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// high several bits of hash value are used to store bucket_id, the param value must
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// remove these bits by left shift, the count of valid bits after removing is bit_width.
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virtual int calc_result_type1(ObExprResType &type,
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ObExprResType &type1,
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common::ObExprTypeCtx &type_ctx) const;
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static void llc_estimate_ndv(int64_t &result, const common::ObString &bitmap_str);
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static int llc_estimate_ndv(double &estimate_ndv, const common::ObString &bitmap_buf);
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// 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,
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// 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。
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static uint64_t llc_leading_zeros(uint64_t value, uint64_t bit_width);
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static bool llc_is_num_buckets_valid(int64_t num_buckets);
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// for engine 3.0
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virtual int cg_expr(ObExprCGCtx& expr_cg_ctx, const ObRawExpr& raw_expr, ObExpr& rt_expr) const override;
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static int calc_estimate_ndv_expr(const ObExpr& expr, ObEvalCtx& ctx, ObDatum& res_datum);
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virtual int cg_expr(ObExprCGCtx &expr_cg_ctx, const ObRawExpr &raw_expr,
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ObExpr &rt_expr) const override;
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static int calc_estimate_ndv_expr(const ObExpr &expr, ObEvalCtx &ctx,
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ObDatum &res_datum);
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private:
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// 计算HyperLogLogCount中的 alpha * m^2 的函数。计算涉及变量m(uint64_t)
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// 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)。
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static inline double llc_alpha_times_m_square(const uint64_t m);
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// the count of buckets should be between 16 and 65536, according to Google's HLLC paper.
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// 根据Google的HLLC论文桶数至少取2^4(16)个,至多取2^16(65536)个。
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static const int LLC_NUM_BUCKETS_MIN = (1 << 4);
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static const int LLC_NUM_BUCKETS_MAX = (1 << 16);
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private:
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DISALLOW_COPY_AND_ASSIGN(ObExprEstimateNdv);
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};
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} /* namespace sql */
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} /* namespace oceanbase */
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#endif /* OCEANBASE_SQL_ENGINE_EXPR_ESTIMATE_NDV_H_ */
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