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| 1 | +// EXAMPLE: vecset_tutorial |
| 2 | +// REMOVE_START |
| 3 | +package io.redis.examples; |
| 4 | + |
| 5 | +import org.junit.jupiter.api.Test; |
| 6 | +import static org.junit.jupiter.api.Assertions.*; |
| 7 | +// REMOVE_END |
| 8 | +import redis.clients.jedis.UnifiedJedis; |
| 9 | +import redis.clients.jedis.params.VAddParams; |
| 10 | +import redis.clients.jedis.params.VSimParams; |
| 11 | + |
| 12 | +import java.util.*; |
| 13 | + |
| 14 | +public class VectorSetExample { |
| 15 | + |
| 16 | + @Test |
| 17 | + public void run() { |
| 18 | + try (UnifiedJedis jedis = new UnifiedJedis("redis://localhost:6379")) { |
| 19 | + // REMOVE_START |
| 20 | + jedis.del("points", "quantSetQ8", "quantSetNoQ", "quantSetBin", "setNotReduced", |
| 21 | + "setReduced"); |
| 22 | + // REMOVE_END |
| 23 | + |
| 24 | + // STEP_START vadd |
| 25 | + boolean res1 = jedis.vadd("points", new float[] { 1.0f, 1.0f }, "pt:A"); |
| 26 | + System.out.println(res1); // >>> true |
| 27 | + |
| 28 | + boolean res2 = jedis.vadd("points", new float[] { -1.0f, -1.0f }, "pt:B"); |
| 29 | + System.out.println(res2); // >>> true |
| 30 | + |
| 31 | + boolean res3 = jedis.vadd("points", new float[] { -1.0f, 1.0f }, "pt:C"); |
| 32 | + System.out.println(res3); // >>> true |
| 33 | + |
| 34 | + boolean res4 = jedis.vadd("points", new float[] { 1.0f, -1.0f }, "pt:D"); |
| 35 | + System.out.println(res4); // >>> true |
| 36 | + |
| 37 | + boolean res5 = jedis.vadd("points", new float[] { 1.0f, 0.0f }, "pt:E"); |
| 38 | + System.out.println(res5); // >>> true |
| 39 | + |
| 40 | + String res6 = jedis.type("points"); |
| 41 | + System.out.println(res6); // >>> vectorset |
| 42 | + // STEP_END |
| 43 | + // REMOVE_START |
| 44 | + assertTrue(res1); |
| 45 | + assertTrue(res2); |
| 46 | + assertTrue(res3); |
| 47 | + assertTrue(res4); |
| 48 | + assertTrue(res5); |
| 49 | + assertEquals("vectorset", res6); |
| 50 | + // REMOVE_END |
| 51 | + |
| 52 | + // STEP_START vcardvdim |
| 53 | + long res7 = jedis.vcard("points"); |
| 54 | + System.out.println(res7); // >>> 5 |
| 55 | + |
| 56 | + long res8 = jedis.vdim("points"); |
| 57 | + System.out.println(res8); // >>> 2 |
| 58 | + // STEP_END |
| 59 | + // REMOVE_START |
| 60 | + assertEquals(5L, res7); |
| 61 | + assertEquals(2L, res8); |
| 62 | + // REMOVE_END |
| 63 | + |
| 64 | + // STEP_START vemb |
| 65 | + List<Double> res9 = jedis.vemb("points", "pt:A"); |
| 66 | + System.out.println(res9); // >>> [0.9999999..., 0.9999999...] |
| 67 | + |
| 68 | + List<Double> res10 = jedis.vemb("points", "pt:B"); |
| 69 | + System.out.println(res10); // >>> [-0.9999999..., -0.9999999...] |
| 70 | + |
| 71 | + List<Double> res11 = jedis.vemb("points", "pt:C"); |
| 72 | + System.out.println(res11); // >>> [-0.9999999..., 0.9999999...] |
| 73 | + |
| 74 | + List<Double> res12 = jedis.vemb("points", "pt:D"); |
| 75 | + System.out.println(res12); // >>> [0.9999999..., -0.9999999...] |
| 76 | + |
| 77 | + List<Double> res13 = jedis.vemb("points", "pt:E"); |
| 78 | + System.out.println(res13); // >>> [1, 0] |
| 79 | + // STEP_END |
| 80 | + // REMOVE_START |
| 81 | + assertEquals(1, res9.get(0), 0.01); |
| 82 | + assertEquals(1, res9.get(1), 0.01); |
| 83 | + assertEquals(-1, res10.get(0), 0.01); |
| 84 | + assertEquals(-1, res10.get(1), 0.01); |
| 85 | + assertEquals(-1, res11.get(0), 0.01); |
| 86 | + assertEquals(1, res11.get(1), 0.01); |
| 87 | + assertEquals(1, res12.get(0), 0.01); |
| 88 | + assertEquals(-1, res12.get(1), 0.01); |
| 89 | + assertEquals(Arrays.asList(1.0, 0.0), res13); |
| 90 | + // REMOVE_END |
| 91 | + |
| 92 | + // STEP_START attr |
| 93 | + boolean res14 = jedis.vsetattr("points", "pt:A", |
| 94 | + "{\"name\":\"Point A\",\"description\":\"First point added\"}"); |
| 95 | + System.out.println(res14); // >>> true |
| 96 | + |
| 97 | + String res15 = jedis.vgetattr("points", "pt:A"); |
| 98 | + System.out.println(res15); |
| 99 | + // >>> {"name":"Point A","description":"First point added"} |
| 100 | + |
| 101 | + boolean res16 = jedis.vsetattr("points", "pt:A", ""); |
| 102 | + System.out.println(res16); // >>> true |
| 103 | + |
| 104 | + String res17 = jedis.vgetattr("points", "pt:A"); |
| 105 | + System.out.println(res17); // >>> null |
| 106 | + // STEP_END |
| 107 | + // REMOVE_START |
| 108 | + assertTrue(res14); |
| 109 | + assertTrue(res15.contains("\"name\":\"Point A\"")); |
| 110 | + assertTrue(res15.contains("\"description\":\"First point added\"")); |
| 111 | + assertTrue(res16); |
| 112 | + assertNull(res17); |
| 113 | + // REMOVE_END |
| 114 | + |
| 115 | + // STEP_START vrem |
| 116 | + boolean res18 = jedis.vadd("points", new float[] { 0.0f, 0.0f }, "pt:F"); |
| 117 | + System.out.println(res18); // >>> true |
| 118 | + |
| 119 | + long res19 = jedis.vcard("points"); |
| 120 | + System.out.println(res19); // >>> 6 |
| 121 | + |
| 122 | + boolean res20 = jedis.vrem("points", "pt:F"); |
| 123 | + System.out.println(res20); // >>> true |
| 124 | + |
| 125 | + long res21 = jedis.vcard("points"); |
| 126 | + System.out.println(res21); // >>> 5 |
| 127 | + // STEP_END |
| 128 | + // REMOVE_START |
| 129 | + assertTrue(res18); |
| 130 | + assertEquals(6L, res19); |
| 131 | + assertTrue(res20); |
| 132 | + assertEquals(5L, res21); |
| 133 | + // REMOVE_END |
| 134 | + |
| 135 | + // STEP_START vsim_basic |
| 136 | + List<String> res22 = jedis.vsim("points", new float[] { 0.9f, 0.1f }); |
| 137 | + System.out.println(res22); |
| 138 | + // >>> ["pt:E", "pt:A", "pt:D", "pt:C", "pt:B"] |
| 139 | + // STEP_END |
| 140 | + // REMOVE_START |
| 141 | + assertEquals(Arrays.asList("pt:E", "pt:A", "pt:D", "pt:C", "pt:B"), res22); |
| 142 | + // REMOVE_END |
| 143 | + |
| 144 | + // STEP_START vsim_options |
| 145 | + Map<String, Double> res23 = jedis.vsimByElementWithScores("points", "pt:A", |
| 146 | + new VSimParams().count(4)); |
| 147 | + System.out.println(res23); |
| 148 | + // >>> {pt:A=1.0, pt:E≈0.85355, pt:D=0.5, pt:C=0.5} |
| 149 | + // STEP_END |
| 150 | + // REMOVE_START |
| 151 | + assertEquals(1.0, res23.get("pt:A"), 0.0001); |
| 152 | + assertEquals(0.5, res23.get("pt:C"), 0.0001); |
| 153 | + assertEquals(0.5, res23.get("pt:D"), 0.0001); |
| 154 | + assertTrue(Math.abs(res23.get("pt:E") - 0.8535) < 0.01); |
| 155 | + // REMOVE_END |
| 156 | + |
| 157 | + // STEP_START vsim_filter |
| 158 | + boolean res24 = jedis.vsetattr("points", "pt:A", "{\"size\":\"large\",\"price\":18.99}"); |
| 159 | + System.out.println(res24); // >>> true |
| 160 | + |
| 161 | + boolean res25 = jedis.vsetattr("points", "pt:B", "{\"size\":\"large\",\"price\":35.99}"); |
| 162 | + System.out.println(res25); // >>> true |
| 163 | + |
| 164 | + boolean res26 = jedis.vsetattr("points", "pt:C", "{\"size\":\"large\",\"price\":25.99}"); |
| 165 | + System.out.println(res26); // >>> true |
| 166 | + |
| 167 | + boolean res27 = jedis.vsetattr("points", "pt:D", "{\"size\":\"small\",\"price\":21.00}"); |
| 168 | + System.out.println(res27); // >>> true |
| 169 | + |
| 170 | + boolean res28 = jedis.vsetattr("points", "pt:E", "{\"size\":\"small\",\"price\":17.75}"); |
| 171 | + System.out.println(res28); // >>> true |
| 172 | + |
| 173 | + List<String> res29 = jedis.vsimByElement("points", "pt:A", |
| 174 | + new VSimParams().filter(".size == \"large\"")); |
| 175 | + System.out.println(res29); // >>> ["pt:A", "pt:C", "pt:B"] |
| 176 | + |
| 177 | + List<String> res30 = jedis.vsimByElement("points", "pt:A", |
| 178 | + new VSimParams().filter(".size == \"large\" && .price > 20.00")); |
| 179 | + System.out.println(res30); // >>> ["pt:C", "pt:B"] |
| 180 | + // STEP_END |
| 181 | + // REMOVE_START |
| 182 | + assertTrue(res24); |
| 183 | + assertTrue(res25); |
| 184 | + assertTrue(res26); |
| 185 | + assertTrue(res27); |
| 186 | + assertTrue(res28); |
| 187 | + assertEquals(Arrays.asList("pt:C", "pt:B"), res30); |
| 188 | + // REMOVE_END |
| 189 | + |
| 190 | + // STEP_START add_quant |
| 191 | + boolean res31 = jedis.vadd("quantSetQ8", new float[] { 1.262185f, 1.958231f }, "quantElement", |
| 192 | + new VAddParams().q8()); |
| 193 | + System.out.println(res31); // >>> true |
| 194 | + |
| 195 | + List<Double> res32 = jedis.vemb("quantSetQ8", "quantElement"); |
| 196 | + System.out.println("Q8: " + res32); |
| 197 | + // >>> Q8: [~1.264, ~1.958] |
| 198 | + |
| 199 | + boolean res33 = jedis.vadd("quantSetNoQ", new float[] { 1.262185f, 1.958231f }, |
| 200 | + "quantElement", new VAddParams().noQuant()); |
| 201 | + System.out.println(res33); // >>> true |
| 202 | + |
| 203 | + List<Double> res34 = jedis.vemb("quantSetNoQ", "quantElement"); |
| 204 | + System.out.println("NOQUANT: " + res34); |
| 205 | + // >>> NOQUANT: [~1.262185, ~1.958231] |
| 206 | + |
| 207 | + boolean res35 = jedis.vadd("quantSetBin", new float[] { 1.262185f, 1.958231f }, |
| 208 | + "quantElement", new VAddParams().bin()); |
| 209 | + System.out.println(res35); // >>> true |
| 210 | + |
| 211 | + List<Double> res36 = jedis.vemb("quantSetBin", "quantElement"); |
| 212 | + System.out.println("BIN: " + res36); |
| 213 | + // >>> BIN: [1, 1] |
| 214 | + // STEP_END |
| 215 | + // REMOVE_START |
| 216 | + assertTrue(res31); |
| 217 | + assertTrue(res33); |
| 218 | + assertTrue(res35); |
| 219 | + assertEquals(2, res32.size()); |
| 220 | + assertEquals(2, res34.size()); |
| 221 | + assertEquals(2, res36.size()); |
| 222 | + assertTrue(Math.abs(res32.get(0) - 1.26) < 0.05); |
| 223 | + assertTrue(Math.abs(res32.get(1) - 1.958) < 0.01); |
| 224 | + assertTrue(Math.abs(res34.get(0) - 1.2622) < 0.01); |
| 225 | + assertTrue(Math.abs(res34.get(1) - 1.9582) < 0.01); |
| 226 | + assertEquals(Arrays.asList(1.0, 1.0), res36); |
| 227 | + // REMOVE_END |
| 228 | + |
| 229 | + // STEP_START add_reduce |
| 230 | + float[] values = new float[300]; |
| 231 | + for (int i = 0; i < 300; i++) |
| 232 | + values[i] = i / 299.0f; |
| 233 | + |
| 234 | + boolean res37 = jedis.vadd("setNotReduced", values, "element"); |
| 235 | + System.out.println(res37); // >>> true |
| 236 | + |
| 237 | + long res38 = jedis.vdim("setNotReduced"); |
| 238 | + System.out.println(res38); // >>> 300 |
| 239 | + |
| 240 | + boolean res39 = jedis.vadd("setReduced", values, "element", 100, new VAddParams()); |
| 241 | + System.out.println(res39); // >>> true |
| 242 | + |
| 243 | + long res40 = jedis.vdim("setReduced"); |
| 244 | + System.out.println(res40); // >>> 100 |
| 245 | + // STEP_END |
| 246 | + // REMOVE_START |
| 247 | + assertTrue(res37); |
| 248 | + assertEquals(300L, res38); |
| 249 | + assertTrue(res39); |
| 250 | + assertEquals(100L, res40); |
| 251 | + // REMOVE_END |
| 252 | + |
| 253 | + // HIDE_START |
| 254 | + jedis.close(); |
| 255 | + } |
| 256 | + } |
| 257 | +} |
| 258 | +// HIDE_END |
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