#pragma once #include namespace DB { namespace HilbertDetails { template class HilbertEncodeLookupTable { public: constexpr static UInt8 LOOKUP_TABLE[0] = {}; }; template <> class HilbertEncodeLookupTable<1> { public: constexpr static UInt8 LOOKUP_TABLE[16] = { 4, 1, 11, 2, 0, 15, 5, 6, 10, 9, 3, 12, 14, 7, 13, 8 }; }; template <> class HilbertEncodeLookupTable<2> { public: constexpr static UInt8 LOOKUP_TABLE[64] = { 0, 51, 20, 5, 17, 18, 39, 6, 46, 45, 24, 9, 15, 60, 43, 10, 16, 1, 62, 31, 35, 2, 61, 44, 4, 55, 8, 59, 21, 22, 25, 26, 42, 41, 38, 37, 11, 56, 7, 52, 28, 13, 50, 19, 47, 14, 49, 32, 58, 27, 12, 63, 57, 40, 29, 30, 54, 23, 34, 33, 53, 36, 3, 48 }; }; template <> class HilbertEncodeLookupTable<3> { public: constexpr static UInt8 LOOKUP_TABLE[256] = { 64, 1, 206, 79, 16, 211, 84, 21, 131, 2, 205, 140, 81, 82, 151, 22, 4, 199, 8, 203, 158, 157, 88, 25, 69, 70, 73, 74, 31, 220, 155, 26, 186, 185, 182, 181, 32, 227, 100, 37, 59, 248, 55, 244, 97, 98, 167, 38, 124, 61, 242, 115, 174, 173, 104, 41, 191, 62, 241, 176, 47, 236, 171, 42, 0, 195, 68, 5, 250, 123, 60, 255, 65, 66, 135, 6, 249, 184, 125, 126, 142, 141, 72, 9, 246, 119, 178, 177, 15, 204, 139, 10, 245, 180, 51, 240, 80, 17, 222, 95, 96, 33, 238, 111, 147, 18, 221, 156, 163, 34, 237, 172, 20, 215, 24, 219, 36, 231, 40, 235, 85, 86, 89, 90, 101, 102, 105, 106, 170, 169, 166, 165, 154, 153, 150, 149, 43, 232, 39, 228, 27, 216, 23, 212, 108, 45, 226, 99, 92, 29, 210, 83, 175, 46, 225, 160, 159, 30, 209, 144, 48, 243, 116, 53, 202, 75, 12, 207, 113, 114, 183, 54, 201, 136, 77, 78, 190, 189, 120, 57, 198, 71, 130, 129, 63, 252, 187, 58, 197, 132, 3, 192, 234, 107, 44, 239, 112, 49, 254, 127, 233, 168, 109, 110, 179, 50, 253, 188, 230, 103, 162, 161, 52, 247, 56, 251, 229, 164, 35, 224, 117, 118, 121, 122, 218, 91, 28, 223, 138, 137, 134, 133, 217, 152, 93, 94, 11, 200, 7, 196, 214, 87, 146, 145, 76, 13, 194, 67, 213, 148, 19, 208, 143, 14, 193, 128, }; }; } template class FunctionHilbertEncode2DWIthLookupTableImpl { static_assert(bit_step <= 3, "bit_step should not be more than 3 to fit in UInt8"); public: static UInt64 encode(UInt64 x, UInt64 y) { UInt64 hilbert_code = 0; const auto leading_zeros_count = getLeadingZeroBits(x | y); const auto used_bits = std::numeric_limits::digits - leading_zeros_count; if (used_bits > 32) return 0; // hilbert code will be overflowed in this case auto [current_shift, state] = getInitialShiftAndState(used_bits); while (current_shift >= 0) { const UInt8 x_bits = (x >> current_shift) & STEP_MASK; const UInt8 y_bits = (y >> current_shift) & STEP_MASK; const auto hilbert_bits = getCodeAndUpdateState(x_bits, y_bits, state); hilbert_code |= (hilbert_bits << getHilbertShift(current_shift)); current_shift -= bit_step; } return hilbert_code; } private: // for bit_step = 3 // LOOKUP_TABLE[SSXXXYYY] = SSHHHHHH // where SS - 2 bits for state, XXX - 3 bits of x, YYY - 3 bits of y // State is rotation of curve on every step, left/up/right/down - therefore 2 bits static UInt64 getCodeAndUpdateState(UInt8 x_bits, UInt8 y_bits, UInt8& state) { const UInt8 table_index = state | (x_bits << bit_step) | y_bits; const auto table_code = HilbertDetails::HilbertEncodeLookupTable::LOOKUP_TABLE[table_index]; state = table_code & STATE_MASK; return table_code & HILBERT_MASK; } // hilbert code is double size of input values static constexpr UInt8 getHilbertShift(UInt8 shift) { return shift << 1; } static std::pair getInitialShiftAndState(UInt8 used_bits) { UInt8 iterations = used_bits / bit_step; Int8 initial_shift = iterations * bit_step; if (initial_shift < used_bits) { ++iterations; } else { initial_shift -= bit_step; } UInt8 state = iterations % 2 == 0 ? LEFT_STATE : DEFAULT_STATE; return {initial_shift, state}; } constexpr static UInt8 STEP_MASK = (1 << bit_step) - 1; constexpr static UInt8 HILBERT_SHIFT = getHilbertShift(bit_step); constexpr static UInt8 HILBERT_MASK = (1 << HILBERT_SHIFT) - 1; constexpr static UInt8 STATE_MASK = 0b11 << HILBERT_SHIFT; constexpr static UInt8 LEFT_STATE = 0b01 << HILBERT_SHIFT; constexpr static UInt8 DEFAULT_STATE = bit_step % 2 == 0 ? LEFT_STATE : 0; }; }