我有一个包含 500 个值的数值向量,我试图将其加载到 R 中以进行一些图形计算和显示,并且每次我尝试我的客户端挂起/崩溃 (RStudio)。系统不会立即崩溃,而是在我的分配语句的右括号之后的控制台中无限期挂起一个加号“+”,如下所示:
..., 108.00968, 27.14654, 80.60948)
+
通常,您可以通过点击退出键从这种“等待更多信息”状态中恢复,这会使控制台回到带有光标的输入模式。但是,在这种情况下,它会导致崩溃(Windows“X 程序已停止工作”消息)。R 控制台中不显示任何错误消息。我检查以确保我关闭了最后的括号,并且实际上是在有效和无效的行之间复制粘贴代码的第一部分,因此它们在语法上应该是相同的,这希望消除任何可能导致的通过拼写错误(帖子末尾的确切代码)。这让我相信我看到的行为是由数字的大小/数量/类型引起的。
据我了解并可以在网上找到与向量大小相关的内容,R 中没有“最大大小”,但如果我尝试做一些像创建向量这样简单的事情,那么我就会崩溃。我可以加载有限数量的它们(比如 160 个),但 500 个显然太多了。
我正在尝试加载的一些示例值:
outvals <- c(0.794933476174234, 3.5128642241260697, 10.28598660205886, 31.027889828462865)
这些数字是从另一个 Java 程序输出的双精度值,因此它们在小数点后有大量数字,有时它们以 E 表示法输出,我不确定 R 是否接受,所以起初我认为这可以是一个潜在的原因,即使我在快速扫描数据时没有看到任何 E。我第一次尝试解决这个问题是将我的输出转换为小数点后只有 5 位数字,当我有 500 个元素时,这仍然会导致相同的挂起/崩溃行为。示例值:
outvals <- c(.60791, 1.41808, 2.67098, 64.52197, 75.09749, 140.1268, 187.34739, 52.6446)
最终,当我将后十进制有效数字减少到 2 时(或者当我减少向量中的元素数量时),我成功加载了它,没有挂起/崩溃,但是我失去了很多精度,我没有不要认为将我的向量分成 4 或 5 部分是可以接受的解决方案。值得庆幸的是,在这一点上,精度的损失并不是一个绝对的交易破坏者,但我想知道最好的方法是使用具有大量小数位的值。我不认为 500 是一个很大的向量,5 位小数也不是很多地方,所以应该有办法做到这一点。我是否需要从文件中读取输入而不是直接将值放入 .R 文件中?R是否无法处理大量有效数字?或者这只是一个 RStudio 问题,我需要进入命令行 R(假设这是可能的)或使用不同的客户端?
当我收到这些错误时,我正在运行的确切行(注意,这些是 looooong):
#these two work
outvals <- c(.79, .74, 1.82, 52.2, 8.28, 19.81, 152.19, 27.57, 8.58, 8.94, 253.48, 132.49, 46.95, 258.61, 290.66, 149.3, 130.05, 355.48, 574.56, 382.83, 482.18, 218.08, 335.23, 290.66, 382.83, 498.58, 402.39, 482.18, 193.75, 417.4, 218.08, 402.39, 141.74, 402.39, 402.39, 315.86, 498.58, 290.66, 218.08, 498.58, 417.4, 355.48, 166.87, 218.08, 54.74, 258.61, 376.89, 258.61, 376.89, 166.87, 66.88, 475.09, 218.08, 168.18, 55.84, 382.83, 355.48, 482.18, 218.08, 382.83, 376.89, 245.65, 498.58, 355.48, 253.48, 355.48, 335.23, 290.66, 335.23, 335.23, 308.35, 245.65, 144.95, 253.48, 355.48, 355.48, 376.89, 498.58, 128.06, 166.87, 482.18, 498.58, 335.23, 355.48, 308.35, 376.89, 382.83, 355.48, 258.61, 258.61, 218.08, 258.61, 218.08, 144.95, 258.61, 206.9, 53.3, 218.08, 355.48, 42.07, 258.61, 106.65, 193.75, 376.89, 376.89, 258.61, 417.4, 355.48, 56.6, 258.61, 498.58, 100.65, 193.75, 131.62, 138.27, 24.88, 131.62, 315.86, 148.55, 417.4, 382.83, 77.4, 206.9, 218.08, 308.35, 112.75, 355.48, 376.89, 417.4, 475.09, 66.88, 132.49, 482.18, 126.63, 144.95, 475.09, 382.83, 218.08, 308.35, 138.27, 303.44, 245.65, 355.48, 355.48, 355.48, 179.4, 315.86, 350.74, 498.58, 482.18, 417.4, 482.18, 141.74, 417.4, 417.4, 482.18, 206.9, 382.83, 498.58, 141.74, 482.18, 382.83, 290.66, 417.4, 498.58, 18.72, 290.66, 222.31, 475.09, 193.76, 144.95, 209.94, 132.49, 193.75, 141.74, 382.83, 144.95, 179.4, 141.74, 112.75, 185.55, 212.05, 498.58, 138.27, 290.66, 218.08, 482.18, 355.48, 482.18, 303.44, 482.18, 40.71, 144.95, 417.4, 350.74, 258.61, 218.08, 290.66, 140.8, 355.48, 382.83, 382.83, 303.44, 417.4, 149.3, 335.23, 131.62, 482.18, 335.23, 117.68, 475.09, 236.95, 95.89, 94.67, 193.75, 355.48, 355.48, 355.48, 209.94, 308.35, 100.65, 417.4, 382.83, 222.31, 253.48, 193.75, 482.18, 132.49, 112.75, 315.86, 498.58, 417.4, 290.66, 209.94, 376.89, 315.86, 402.39, 335.23, 253.48, 130.05, 130.05, 308.35, 315.86, 149.3, 417.4, 141.74, 475.09, 402.39, 149.3, 482.18, 152.19, 498.58, 117.68, 417.4, 209.94, 355.48, 193.76, 498.58, 258.61, 236.95, 308.35, 382.83, 498.58, 402.39, 417.4, 382.83, 209.94, 290.66, 104.92, 149.3, 209.94, 382.83, 102.12, 417.4, 218.08, 417.4, 149.3, 382.83, 185.55, 258.61, 218.08, 382.83, 166.87, 290.66, 382.83, 417.4, 355.48, 350.74, 308.35, 123.19, 308.35, 417.4, 335.23, 482.18, 258.61, 258.61, 193.75, 402.39, 206.9, 290.66, 402.39, 475.09, 132.49, 303.44, 382.83, 100.65, 382.83, 355.48, 56.95, 355.48, 482.18, 193.76, 218.08, 218.08, 290.66, 402.39, 131.62, 290.66, 141.74, 382.83, 149.3, 193.75, 74.45, 258.61, 209.94, 355.48, 179.4, 417.4, 315.86, 168.18, 218.08, 144.95, 382.83, 258.61, 308.35, 482.18, 56.6, 482.18, 245.65, 36.24, 209.94, 253.48, 206.9, 209.94, 382.83, 290.66, 303.44, 417.4, 482.18, 417.4, 193.76, 140.8, 179.4, 308.35, 498.58, 402.39, 482.18, 236.95, 290.66, 179.4, 47.97, 355.48, 382.83, 141.74, 355.48, 402.39, 355.48, 417.4, 350.74, 498.58, 218.08, 376.89, 218.08, 258.61, 141.74, 141.74, 417.4, 54.43, 212.05, 382.83, 206.9, 290.66, 417.4, 498.58, 350.74, 475.09, 152.19, 218.08, 417.4, 350.74, 222.31, 107.62, 236.95, 475.09, 382.83, 335.23, 121.63, 482.18, 245.65, 97, 355.48, 482.18, 144.95, 355.48, 193.75, 498.58, 107.62, 149.3, 402.39, 212.05, 350.74, 193.75, 218.08, 498.58, 355.48, 382.83, 382.83, 475.09, 158.05, 417.4, 417.4, 482.18, 417.4, 308.35, 308.35, 475.09, 417.4, 498.58, 315.86, 138.49, 258.61, 417.4, 245.65, 290.66, 88.81, 106.65, 350.74, 355.48, 54.43, 417.4, 475.09, 402.39, 290.66, 417.4, 132.49, 315.86, 498.58, 258.61, 193.75, 104.92, 382.83, 355.48, 253.48, 498.58, 206.9, 144.95, 475.09, 132.49, 335.23, 335.23, 144.95, 123.61, 308.35, 258.61, 355.48, 245.65, 148.55, 402.39, 290.66, 475.09, 83.26, 355.48, 315.86, 482.18, 402.39, 498.58, 355.48, 382.83, 245.65, 498.58, 475.09, 382.83, 132.49, 149.3, 88.81, 97, 179.4, 253.48, 290.66, 402.39, 131.62, 258.61, 350.74, 303.44, 290.66, 417.4, 144.95, 258.61, 218.08, 417.4)
#outvals2 <- c(0.794933476174234, 3.5128642241260697, 10.28598660205886, 1.2600302126171676, 31.027889828462865, 23.15000712709929, 58.729154521223705, 215.20432675441222, 579.464993879136, 63.513880162215074, 28.959698405287885, 209.63516732070275, 30.04782600303195, 227.43869446888698, 248.36596491018696, 104.73409955976528, 198.6342145598211, 209.63516732070275, 57.94793264204458, 19.270899100358694, 75.48241317584373, 57.24657127591748, 215.20432675441222, 63.513880162215074, 129.49784893861533, 129.49784893861533, 84.17040085625115, 76.70797460822122, 91.82036558044324, 129.49784893861533, 35.07397649759432, 236.36650346927524, 215.20432675441222, 209.63516732070275, 66.73838207163915, 91.82036558044324, 209.63516732070275, 319.3443889268936, 272.8438185545791, 198.6342145598211, 76.70797460822122, 227.43869446888698, 319.3443889268936, 50.68629607409348, 69.9802325820079, 292.3597033095136, 352.4353730767199, 154.26895025584872, 90.79642288841237, 209.63516732070275, 579.464993879136, 70.90044394183283, 67.67827698750271, 80.3650258687956, 35.2778346576937, 63.477432984723634, 129.49784893861533, 226.64891288273682, 56.78530609937027, 76.70797460822122, 66.06221851141238, 130.5794634173596, 482.3668721692566, 158.1826251421317, 319.3443889268936, 220.30424892054754, 72.01360115410559, 158.1826251421317, 47.664694805008445, 55.7433846988939, 226.64891288273682, 307.0681488517892, 72.01360115410559, 198.6342145598211, 248.36596491018696, 121.89181544023398, 495.3154941026644, 158.1826251421317, 227.43869446888698, 84.17040085625115, 248.36596491018696, 579.4649938791359, 209.63516732070275, 76.70797460822122, 130.5794634173596, 198.6342145598211, 190.64187081796223, 227.43869446888698, 236.36650346927524, 209.63516732070275, 126.66295614580373, 209.63516732070275, 292.3597033095136, 154.26895025584872, 209.63516732070275, 198.6342145598211, 307.0681488517892, 126.66295614580373, 226.64891288273682, 122.02855436204793, 227.43869446888698, 209.63516732070275, 482.3668721692566, 129.49784893861533, 111.00370932068954, 319.3443889268936, 41.037381109315845, 190.64187081796223, 272.8438185545791, 80.3650258687956, 40.936887639122496, 100.09035288521471, 154.26895025584872, 65.31566090651495, 75.48241317584373, 579.4649938791359, 168.39771099808507, 220.30424892054754, 190.64187081796223, 215.20432675441222, 495.3154941026644, 70.90044394183283, 90.79642288841237, 126.66295614580373, 168.39771099808507, 53.82899843425185, 236.36650346927524, 292.3597033095136, 319.3443889268936, 122.02855436204793, 31.210156250385943, 307.0681488517892, 579.4649938791359, 227.43869446888698, 579.4649938791359, 154.26895025584872, 111.00370932068954, 352.4353730767199, 319.3443889268936, 495.3154941026644, 352.4353730767199, 85.56443246095841, 69.9802325820079, 85.56443246095841, 65.31566090651495, 129.43115354241297, 154.26895025584872, 67.67827698750271, 198.6342145598211, 85.56443246095841, 226.64891288273682, 104.73409955976528, 236.36650346927524, 50.65492008278703, 272.8438185545791, 130.5794634173596, 38.54396326738687, 29.812250453066387, 220.30424892054754, 111.00370932068954)
#These ones don't
#outvals3 <- c(.60791, .44997, .79496, .90661, 1.41808, 2.67098, 3.94923, 75.09749, 75.09749, 40.59529, 64.52197, 64.52197, 75.09749, 140.1268, 187.34739, 110.56475, 179.12011, 111.78596, 131.68193, 146.97732, 52.6446, 28.93388, 165.7578, 140.1268, 186.67669, 131.68193, 185.64969, 224.62772, 137.45174, 224.62772, 130.69029, 117.98915, 56.91589, 95.70941, 118.18941, 229.36556, 117.98915, 187.34739, 175.21006, 187.34739, 224.62772, 175.21006, 75.09749, 172.9537, 185.64969, 165.7578, 186.67669, 146.34013, 115.12518, 95.70941, 66.03041, 172.9537, 235.59637, 157.02953, 94.07931, 143.56451, 167.97113, 143.30155, 146.34013, 108.00968, 224.62772, 374.0517, 255.67384, 88.4808, 195.44411, 191.25343, 185.64969, 130.69029, 374.0517, 167.97113, 179.12011, 429.30365, 106.67926, 151.07274, 117.98915, 143.56451, 111.78596, 382.77066, 130.69029, 50.83587, 172.9537, 143.30155, 286.65833, 172.9537, 256.44452, 198.71409, 255.67384, 235.59637, 179.12011, 167.97113, 187.34739, 140.1268, 40.59529, 58.9625, 374.0517, 224.62772, 255.67384, 80.60948, 166.80923, 166.80923, 118.88632, 93.83426, 68.8146, 256.44452, 255.67384, 118.88632, 67.68099, 560.65039, 453.68289, 382.77066, 198.71409, 154.11321, 185.51567, 327.81446, 327.81446, 374.0517, 224.62772, 117.98915, 453.68289, 140.1268, 327.81446, 198.71409, 185.64969, 110.56475, 453.68289, 151.07274, 382.77066, 93.83426, 187.34739, 167.97113, 51.39773, 453.68289, 560.65039, 42.86032, 327.81446, 186.67669, 255.67384, 187.34739, 185.64969, 382.77066, 166.80923, 185.64969, 286.65833, 187.34739, 560.65039, 120.29011, 165.7578, 274.4352, 104.55168, 185.51567, 274.4352, 327.81446, 185.64969, 89.11919, 195.44411, 198.71409, 191.25343, 69.95528, 195.44411, 256.44452, 185.64969, 140.1268, 110.56475, 382.77066, 327.81446, 198.71409, 117.98915, 93.83426, 70.55312, 157.02953, 198.71409, 186.67669, 98.36025, 198.71409, 327.81446, 224.62772, 115.12518, 382.77066, 186.67669, 164.3344, 118.88632, 224.62772, 30.92701, 185.51567, 327.81446, 186.67669, 151.07274, 374.0517, 198.71409, 54.92275, 255.67384, 151.07274, 185.51567, 185.51567, 374.0517, 224.62772, 106.67926, 255.67384, 186.67669, 185.64969, 453.68289, 406.21377, 382.77066, 256.44452, 151.07274, 110.56475, 69.72398, 120.29011, 198.71409, 382.77066, 560.65039, 143.56451, 274.4352, 50.05464, 40.59529, 104.55168, 164.3344, 172.9537, 172.9537, 143.56451, 374.0517, 198.71409, 67.68099, 94.07931, 255.67384, 453.68289, 82.03707, 198.71409, 50.05464, 327.81446, 166.80923, 198.71409, 130.69029, 106.67926, 382.77066, 167.97113, 120.29011, 157.02953, 165.99886, 453.68289, 382.77066, 224.62772, 374.0517, 88.4808, 327.81446, 327.81446, 72.37382, 88.4808, 406.21377, 77.09608, 224.62772, 374.0517, 179.12011, 327.81446, 120.29011, 143.56451, 256.44452, 195.44411, 88.01403, 186.67669, 187.34739, 143.30155, 406.21377, 560.65039, 256.44452, 77.09608, 115.12518, 164.3344, 54.06305, 185.64969, 166.80923, 235.59637, 172.9537, 198.71409, 165.7578, 191.25343, 165.7578, 164.3344, 255.67384, 77.09608, 72.95142, 382.77066, 67.16891, 172.9537, 64.52197, 560.65039, 327.81446, 77.38478, 429.30365, 198.71409, 120.29011, 560.65039, 186.67669, 255.67384, 560.65039, 179.12011, 88.4808, 255.67384, 560.65039, 286.65833, 165.99886, 157.02953, 256.44452, 274.4352, 286.65833, 47.97041, 97.24981, 151.07274, 157.02953, 80.60948, 69.72398, 255.67384, 58.9625, 165.99886, 75.19083, 198.71409, 224.62772, 453.68289, 453.68289, 154.11321, 560.65039, 93.83426, 117.98915, 286.65833, 185.64969, 165.99886, 54.06305, 429.30365, 122.23162, 94.07931, 187.34739, 429.30365, 382.77066, 140.1268, 179.12011, 120.29011, 235.59637, 374.0517, 255.67384, 164.3344, 195.44411, 327.81446, 256.44452, 185.51567, 82.03707, 185.51567, 560.65039, 191.25343, 166.80923, 560.65039, 186.67669, 95.95364, 120.29011, 191.25343, 327.81446, 185.51567, 191.25343, 224.62772, 51.39773, 151.07274, 172.9537, 255.67384, 406.21377, 406.21377, 235.59637, 166.80923, 235.59637, 187.34739, 111.78596, 93.83426, 256.44452, 186.67669, 286.65833, 235.59637, 274.4352, 172.9537, 143.56451, 154.11321, 255.67384, 255.67384, 166.80923, 255.67384, 187.34739, 165.99886, 88.4808, 453.68289, 198.71409, 235.59637, 286.65833, 560.65039, 69.95528, 191.25343, 110.56475, 59.89974, 327.81446, 187.34739, 185.64969, 172.9537, 560.65039, 235.59637, 195.44411, 286.65833, 256.44452, 224.62772, 274.4352, 429.30365, 122.23162, 185.64969, 143.30155, 96.39451, 185.51567, 195.44411, 274.4352, 274.4352, 286.65833, 157.02953, 374.0517, 374.0517, 167.97113, 256.44452, 57.85034, 82.03707, 286.65833, 186.67669, 172.9537, 255.67384, 143.56451, 75.19083, 185.51567, 453.68289, 151.07274, 167.97113, 143.30155, 115.12518, 256.44452, 286.65833, 429.30365, 256.44452, 255.67384, 130.69029, 255.67384, 374.0517, 256.44452, 79.08417, 111.78596, 382.77066, 185.51567, 111.78596, 80.60948, 406.21377, 165.7578, 255.67384, 96.39451, 7.34742, 382.77066, 191.25343, 166.80923, 98.36025, 167.97113, 429.30365, 179.12011, 224.62772, 69.15261, 186.67669, 172.9537, 43.36202, 57.0059, 88.01403, 68.8146, 382.77066, 140.1268, 286.65833, 88.01403, 198.71409, 186.67669, 115.12518, 274.4352, 165.99886, 453.68289, 166.80923, 164.3344, 191.25343, 429.30365, 172.9537, 224.62772, 143.56451, 88.01403, 104.55168, 151.07274, 453.68289, 115.12518, 130.69029, 198.71409, 255.67384, 166.80923, 374.0517, 255.67384, 108.00968, 27.14654, 80.60948)
#outvals4 <- c(0.794933476174234, 3.5128642241260697, 10.28598660205886, 1.2600302126171676, 31.027889828462865, 23.15000712709929, 58.729154521223705, 215.20432675441222, 579.464993879136, 63.513880162215074, 28.959698405287885, 209.63516732070275, 30.04782600303195, 227.43869446888698, 248.36596491018696, 104.73409955976528, 198.6342145598211, 209.63516732070275, 57.94793264204458, 19.270899100358694, 75.48241317584373, 57.24657127591748, 215.20432675441222, 63.513880162215074, 129.49784893861533, 129.49784893861533, 84.17040085625115, 76.70797460822122, 91.82036558044324, 129.49784893861533, 35.07397649759432, 236.36650346927524, 215.20432675441222, 209.63516732070275, 66.73838207163915, 91.82036558044324, 209.63516732070275, 319.3443889268936, 272.8438185545791, 198.6342145598211, 76.70797460822122, 227.43869446888698, 319.3443889268936, 50.68629607409348, 69.9802325820079, 292.3597033095136, 352.4353730767199, 154.26895025584872, 90.79642288841237, 209.63516732070275, 579.464993879136, 70.90044394183283, 67.67827698750271, 80.3650258687956, 35.2778346576937, 63.477432984723634, 129.49784893861533, 226.64891288273682, 56.78530609937027, 76.70797460822122, 66.06221851141238, 130.5794634173596, 482.3668721692566, 158.1826251421317, 319.3443889268936, 220.30424892054754, 72.01360115410559, 158.1826251421317, 47.664694805008445, 55.7433846988939, 226.64891288273682, 307.0681488517892, 72.01360115410559, 198.6342145598211, 248.36596491018696, 121.89181544023398, 495.3154941026644, 158.1826251421317, 227.43869446888698, 84.17040085625115, 248.36596491018696, 579.4649938791359, 209.63516732070275, 76.70797460822122, 130.5794634173596, 198.6342145598211, 190.64187081796223, 227.43869446888698, 236.36650346927524, 209.63516732070275, 126.66295614580373, 209.63516732070275, 292.3597033095136, 154.26895025584872, 209.63516732070275, 198.6342145598211, 307.0681488517892, 126.66295614580373, 226.64891288273682, 122.02855436204793, 227.43869446888698, 209.63516732070275, 482.3668721692566, 129.49784893861533, 111.00370932068954, 319.3443889268936, 41.037381109315845, 190.64187081796223, 272.8438185545791, 80.3650258687956, 40.936887639122496, 100.09035288521471, 154.26895025584872, 65.31566090651495, 75.48241317584373, 579.4649938791359, 168.39771099808507, 220.30424892054754, 190.64187081796223, 215.20432675441222, 495.3154941026644, 70.90044394183283, 90.79642288841237, 126.66295614580373, 168.39771099808507, 53.82899843425185, 236.36650346927524, 292.3597033095136, 319.3443889268936, 122.02855436204793, 31.210156250385943, 307.0681488517892, 579.4649938791359, 227.43869446888698, 579.4649938791359, 154.26895025584872, 111.00370932068954, 352.4353730767199, 319.3443889268936, 495.3154941026644, 352.4353730767199, 85.56443246095841, 69.9802325820079, 85.56443246095841, 65.31566090651495, 129.43115354241297, 154.26895025584872, 67.67827698750271, 198.6342145598211, 85.56443246095841, 226.64891288273682, 104.73409955976528, 236.36650346927524, 50.65492008278703, 272.8438185545791, 130.5794634173596, 38.54396326738687, 29.812250453066387, 220.30424892054754, 111.00370932068954)
#outvals5 <- c(0.794933476174234, 3.5128642241260697, 10.28598660205886, 1.2600302126171676, 31.027889828462865, 23.15000712709929, 58.729154521223705, 215.20432675441222, 579.464993879136, 63.513880162215074, 28.959698405287885, 209.63516732070275, 30.04782600303195, 227.43869446888698, 248.36596491018696, 104.73409955976528, 198.6342145598211, 209.63516732070275, 57.94793264204458, 19.270899100358694, 75.48241317584373, 57.24657127591748, 215.20432675441222, 63.513880162215074, 129.49784893861533, 129.49784893861533, 84.17040085625115, 76.70797460822122, 91.82036558044324, 129.49784893861533, 35.07397649759432, 236.36650346927524, 215.20432675441222, 209.63516732070275, 66.73838207163915, 91.82036558044324, 209.63516732070275, 319.3443889268936, 272.8438185545791, 198.6342145598211, 76.70797460822122, 227.43869446888698, 319.3443889268936, 50.68629607409348, 69.9802325820079, 292.3597033095136, 352.4353730767199, 154.26895025584872, 90.79642288841237, 209.63516732070275, 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此外,版本信息是:
platform x86_64-w64-mingw32
arch x86_64
os mingw32
system x86_64, mingw32
status
major 3
minor 1.2
year 2014
month 10
day 31
svn rev 66913
language R
version.string R version 3.1.2 (2014-10-31)
nickname Pumpkin Helmet