trace("2d: regular: " + timeRegular + " MultiDimension: " + timeMulti);
}
private void testPerformance3d() throws SQLException {
deleteDb("multiDimension");
Connection conn;
conn = getConnection("multiDimension");
Statement stat = conn.createStatement();
stat.execute("CREATE ALIAS MAP FOR \"" + getClass().getName() + ".interleave\"");
stat.execute("CREATE TABLE TEST(X INT NOT NULL, Y INT NOT NULL, Z INT NOT NULL, " +
"XYZ BIGINT AS MAP(X, Y, Z), DATA VARCHAR)");
stat.execute("CREATE INDEX IDX_X ON TEST(X, Y, Z)");
stat.execute("CREATE INDEX IDX_XYZ ON TEST(XYZ)");
PreparedStatement prep = conn.prepareStatement(
"INSERT INTO TEST(X, Y, Z, DATA) VALUES(?, ?, ?, ?)");
// the MultiDimension tool is faster for 8000 (20^3) points
// the more the bigger the difference
int max = getSize(10, 20);
long time = System.currentTimeMillis();
for (int x = 0; x < max; x++) {
for (int y = 0; y < max; y++) {
for (int z = 0; z < max; z++) {
long t2 = System.currentTimeMillis();
if (t2 - time > 1000) {
int percent = (int) (100.0 * ((double) x * max + y) / ((double) max * max));
trace(percent + "%");
time = t2;
}
prep.setInt(1, x);
prep.setInt(2, y);
prep.setInt(3, z);
prep.setString(4, "Test data");
prep.execute();
}
}
}
stat.execute("ANALYZE SAMPLE_SIZE 10000");
PreparedStatement prepRegular = conn.prepareStatement(
"SELECT * FROM TEST WHERE X BETWEEN ? AND ? " +
"AND Y BETWEEN ? AND ? AND Z BETWEEN ? AND ? ORDER BY X, Y, Z");
MultiDimension multi = MultiDimension.getInstance();
String sql = multi.generatePreparedQuery("TEST", "XYZ", new String[] { "X", "Y", "Z" });
sql += " ORDER BY X, Y, Z";
PreparedStatement prepMulti = conn.prepareStatement(sql);
long timeMulti = 0, timeRegular = 0;
int timeMax = getSize(500, 2000);
Random rand = new Random(1);
for (int i = 0; timeMulti < timeMax; i++) {
int size = rand.nextInt(max / 10);
int minX = rand.nextInt(max - size);
int minY = rand.nextInt(max - size);
int minZ = rand.nextInt(max - size);
int maxX = minX + size, maxY = minY + size, maxZ = minZ + size;
time = System.currentTimeMillis();
ResultSet rs1 = multi.getResult(prepMulti, new int[] { minX, minY, minZ }, new int[] { maxX, maxY, maxZ });
timeMulti += System.currentTimeMillis() - time;
time = System.currentTimeMillis();
prepRegular.setInt(1, minX);
prepRegular.setInt(2, maxX);
prepRegular.setInt(3, minY);
prepRegular.setInt(4, maxY);
prepRegular.setInt(5, minZ);
prepRegular.setInt(6, maxZ);
ResultSet rs2 = prepRegular.executeQuery();
timeRegular += System.currentTimeMillis() - time;
while (rs1.next()) {
assertTrue(rs2.next());
assertEquals(rs1.getInt(1), rs2.getInt(1));
assertEquals(rs1.getInt(2), rs2.getInt(2));
}
assertFalse(rs2.next());
}
conn.close();
deleteDb("multiDimension");
trace("3d: regular: " + timeRegular + " MultiDimension: " + timeMulti);
}