From a280ee63fa23d7d51043c30fd78751f811ba915b Mon Sep 17 00:00:00 2001 From: 802ae72ce4cee9759a076bb50b24cbd6 <802ae72ce4cee9759a076bb50b24cbd6@app-learninglab.inria.fr> Date: Wed, 17 Jun 2020 23:09:29 +0000 Subject: [PATCH] Finish 1st dataset class B, start quantile regression --- module3/exo3/Subject4.ipynb | 16426 +++++++++++++++++++++++++++++++++- 1 file changed, 16363 insertions(+), 63 deletions(-) diff --git a/module3/exo3/Subject4.ipynb b/module3/exo3/Subject4.ipynb index 0de4af7..42760a4 100644 --- a/module3/exo3/Subject4.ipynb +++ b/module3/exo3/Subject4.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 117, "metadata": {}, "outputs": [], "source": [ @@ -24,7 +24,8 @@ "import re\n", "from collections import OrderedDict\n", "import numpy as np\n", - "from sklearn.linear_model import LinearRegression" + "from sklearn.linear_model import LinearRegression\n", + "import statsmodels.formula.api as smf" ] }, { @@ -36,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -58,9 +59,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using local version of liglab2.log.gz\n" + ] + } + ], "source": [ "liglab2_url = \"http://mescal.imag.fr/membres/arnaud.legrand/teaching/2014/RICM4_EP_ping/liglab2.log.gz\"\n", "liglab2_file = \"liglab2.log.gz\"\n", @@ -77,9 +86,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using local version of stackoverflow.log.gz\n" + ] + } + ], "source": [ "stackoverflow_url = \"http://mescal.imag.fr/membres/arnaud.legrand/teaching/2014/RICM4_EP_ping/stackoverflow.log.gz\"\n", "stackoverflow_file = \"stackoverflow.log.gz\"\n", @@ -132,9 +149,1020 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['[1421761682.052172] 665 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=22.5 ms',\n", + " '[1421761682.277315] 1373 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.2 ms',\n", + " '[1421761682.502054] 262 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.2 ms',\n", + " '[1421761682.729257] 1107 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=23.3 ms',\n", + " '[1421761682.934648] 1128 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761683.160397] 489 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.9 ms',\n", + " '[1421761683.443055] 1759 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=78.7 ms',\n", + " '[1421761683.672157] 1146 bytes from 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(129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761707.788031] 1110 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761707.992751] 134 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761708.197163] 100 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.10 ms',\n", + " '[1421761708.402183] 163 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.55 ms',\n", + " '[1421761708.607134] 647 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761708.812241] 1092 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761709.016955] 53 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.08 ms',\n", + " '[1421761709.225273] 64 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=4.43 ms',\n", + " '[1421761709.430411] 600 bytes from lig-publig.imag.fr 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lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761711.484182] 370 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761711.688760] 525 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761711.894860] 1862 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.45 ms',\n", + " '[1421761712.099849] 893 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761712.305514] 1595 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761712.510874] 834 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.63 ms',\n", + " '[1421761712.716494] 379 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761712.921543] 685 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761713.126565] 959 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761713.331767] 1390 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761713.537871] 1613 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761713.743928] 1890 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.18 ms',\n", + " '[1421761713.948627] 527 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761714.153575] 1180 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761714.359544] 1751 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761714.564865] 373 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761714.770326] 1343 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.56 ms',\n", + " '[1421761714.975586] 1085 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761715.180823] 635 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761715.385814] 957 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761715.591089] 987 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761715.796202] 853 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761716.000492] 803 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761716.205696] 237 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761716.411835] 1879 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.59 ms',\n", + " '[1421761716.617739] 1630 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761716.823266] 901 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.55 ms',\n", + " '[1421761717.028586] 251 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761717.233891] 1069 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761717.438906] 1260 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.62 ms',\n", + " '[1421761717.645537] 1970 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.48 ms',\n", + " '[1421761717.850789] 197 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761718.056229] 1286 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761718.260980] 284 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761718.466891] 1995 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761718.671777] 844 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761718.876946] 734 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761719.082422] 1367 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761719.292131] 1706 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=5.98 ms',\n", + " '[1421761719.502305] 546 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=6.18 ms',\n", + " '[1421761719.734514] 1805 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=28.2 ms',\n", + " '[1421761719.982146] 1877 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=44.0 ms',\n", + " '[1421761720.200177] 1301 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=14.0 ms',\n", + " '[1421761720.421753] 1099 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=17.9 ms',\n", + " '[1421761720.652041] 483 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=26.3 ms',\n", + " '[1421761720.874167] 1368 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=18.0 ms',\n", + " '[1421761721.096519] 932 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=18.4 ms',\n", + " '[1421761721.322726] 467 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=22.2 ms',\n", + " '[1421761721.606876] 1882 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=80.2 ms',\n", + " '[1421761721.824601] 1266 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=13.5 ms',\n", + " '[1421761722.104619] 1881 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=76.0 ms',\n", + " '[1421761722.331740] 1002 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=22.7 ms',\n", + " '[1421761722.584391] 1562 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=48.5 ms',\n", + " '[1421761722.789322] 376 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761722.994312] 1093 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761723.199120] 146 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761723.407829] 818 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=4.81 ms',\n", + " '[1421761723.618538] 1045 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=7.17 ms',\n", + " '[1421761723.833136] 1014 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.9 ms',\n", + " '[1421761724.047823] 1453 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.7 ms',\n", + " '[1421761724.268097] 699 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=16.4 ms',\n", + " '[1421761724.489741] 1000 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=17.8 ms',\n", + " '[1421761724.717047] 1008 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=23.4 ms',\n", + " '[1421761724.941489] 735 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=20.6 ms',\n", + " '[1421761725.226425] 1960 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=81.0 ms',\n", + " '[1421761725.444491] 97 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=14.1 ms',\n", + " '[1421761725.702386] 1946 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=54.0 ms',\n", + " '[1421761725.972423] 1793 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=66.0 ms',\n", + " '[1421761726.193757] 421 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=17.5 ms',\n", + " '[1421761726.409496] 1052 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=12.0 ms',\n", + " '[1421761726.690815] 1974 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=77.5 ms',\n", + " '[1421761726.896057] 295 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761727.101952] 1771 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761727.308555] 1832 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761727.513751] 193 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761727.721169] 1715 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=3.60 ms',\n", + " '[1421761727.927251] 1891 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761728.132460] 186 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.59 ms',\n", + " '[1421761728.340179] 1219 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=3.93 ms',\n", + " '[1421761728.551046] 1316 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=6.71 ms',\n", + " '[1421761728.763466] 604 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=8.64 ms',\n", + " '[1421761728.982393] 1349 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=15.3 ms',\n", + " '[1421761729.234814] 1696 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=48.9 ms',\n", + " '[1421761729.453893] 822 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=15.5 ms',\n", + " '[1421761729.734276] 1865 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=76.7 ms',\n", + " '[1421761730.015486] 1691 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=77.3 ms',\n", + " '[1421761730.238203] 417 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=18.9 ms',\n", + " '[1421761730.462232] 209 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=20.2 ms',\n", + " '[1421761730.747962] 1717 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=82.0 ms',\n", + " '[1421761730.962467] 1345 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.8 ms',\n", + " '[1421761731.192213] 72 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=26.0 ms',\n", + " '[1421761731.421581] 957 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=25.4 ms',\n", + " '[1421761731.637458] 530 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=11.7 ms',\n", + " '[1421761731.860904] 96 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=19.5 ms',\n", + " '[1421761732.086337] 1227 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.7 ms',\n", + " '[1421761732.291315] 907 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761732.497027] 1574 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761732.702007] 157 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761732.916108] 1818 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.8 ms',\n", + " '[1421761733.128032] 225 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=8.17 ms',\n", + " '[1421761733.342753] 858 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=11.0 ms',\n", + " '[1421761733.563241] 662 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=16.2 ms',\n", + " '[1421761733.830290] 1546 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=63.1 ms',\n", + " '[1421761734.108867] 1969 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=74.7 ms',\n", + " '[1421761734.334379] 590 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.8 ms',\n", + " '[1421761734.621139] 1987 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=82.7 ms',\n", + " '[1421761734.907312] 1770 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=82.1 ms',\n", + " '[1421761735.194861] 1725 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=83.8 ms',\n", + " '[1421761735.474599] 1710 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=76.1 ms',\n", + " '[1421761735.700996] 205 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=22.4 ms',\n", + " '[1421761735.916686] 467 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=11.8 ms',\n", + " '[1421761736.121792] 1117 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761736.327584] 1967 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761736.532650] 786 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761736.738710] 1840 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761736.944881] 1804 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.43 ms',\n", + " '[1421761737.151450] 139 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.56 ms',\n", + " '[1421761737.357458] 1631 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761737.562533] 295 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761737.768716] 1941 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761737.973554] 301 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761738.178555] 1045 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761738.383386] 784 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761738.588769] 1311 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761738.793558] 547 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761738.998791] 1132 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761739.204364] 1161 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761739.411516] 1851 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.98 ms',\n", + " '[1421761739.616669] 1374 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761739.822160] 1285 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761740.027560] 1360 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761740.232677] 169 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761740.438670] 1764 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.28 ms',\n", + " '[1421761740.644356] 1864 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761740.849692] 1412 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761741.054738] 388 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761741.260662] 1789 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761741.466845] 1663 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.35 ms',\n", + " '[1421761741.672831] 1791 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.23 ms',\n", + " '[1421761741.877992] 1068 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761742.082998] 466 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761742.288937] 1708 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761742.493798] 729 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761742.698623] 1388 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761742.903576] 939 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761743.108921] 166 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761743.315210] 1879 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761743.520344] 1461 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761743.724987] 255 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761743.929396] 820 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761744.135130] 1844 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761744.339939] 389 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761744.545030] 1119 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761744.750195] 1387 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761744.955378] 1166 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761745.160292] 96 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.11 ms',\n", + " '[1421761745.365214] 66 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.09 ms',\n", + " '[1421761745.569861] 535 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761745.775325] 1158 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761745.980164] 735 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761746.184966] 359 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761746.390275] 1246 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761746.595685] 1314 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761746.800661] 666 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761747.006721] 1821 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761747.211824] 1207 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761747.416738] 47 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761747.621724] 399 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761747.827007] 1239 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761748.032090] 613 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761748.238199] 1594 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.28 ms',\n", + " '[1421761748.443331] 71 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761748.647974] 9 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60',\n", + " '[1421761748.853401] 1159 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761749.058661] 911 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.57 ms',\n", + " '[1421761749.263828] 81 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761749.469199] 991 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761749.674684] 1286 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761749.880164] 1373 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761750.085143] 1042 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761750.291760] 1660 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761750.497247] 1374 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761750.702363] 683 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761750.907597] 461 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761751.114018] 1590 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761751.318876] 382 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761751.523732] 959 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761751.728830] 143 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761751.933947] 1054 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761752.139494] 1438 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761752.344950] 1114 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761752.551285] 1963 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.30 ms',\n", + " '[1421761752.756540] 140 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761752.962439] 1880 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761753.167347] 907 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761753.373040] 1572 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.13 ms',\n", + " '[1421761753.578274] 1083 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761753.783696] 902 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761753.990161] 1526 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761754.197340] 1706 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=3.41 ms',\n", + " '[1421761754.402561] 901 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761754.608098] 566 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761754.813211] 1469 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.61 ms',\n", + " '[1421761755.018185] 579 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761755.223174] 356 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761755.428435] 1338 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.57 ms',\n", + " '[1421761755.633237] 773 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761755.839557] 1782 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761756.045044] 879 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761756.250234] 1003 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761756.455532] 953 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761756.662528] 1915 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.91 ms',\n", + " '[1421761756.868299] 659 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761757.073743] 679 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761757.280278] 1969 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.39 ms',\n", + " '[1421761757.485259] 878 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761757.691814] 1838 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.46 ms',\n", + " '[1421761757.896690] 288 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761758.103162] 1838 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.51 ms',\n", + " '[1421761758.308834] 992 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761758.515496] 1750 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.30 ms',\n", + " '[1421761758.720904] 387 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761758.927293] 1668 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761759.131814] 871 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761759.336333] 542 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761759.541249] 136 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761759.746723] 1417 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761759.951889] 350 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761760.157894] 1526 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761760.362784] 1478 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761760.567872] 1341 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761760.772506] 328 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761760.977430] 961 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761761.182435] 556 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761761.387402] 366 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761761.592982] 779 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761761.797972] 1190 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761762.002248] 32 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.06 ms',\n", + " '[1421761762.207118] 86 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.05 ms',\n", + " '[1421761762.413080] 1996 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761762.619187] 1737 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761762.825775] 1585 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761763.031502] 1194 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761763.237767] 1711 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761763.443321] 1310 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761763.649023] 1395 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761763.853971] 68 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.07 ms',\n", + " '[1421761764.059647] 1857 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.24 ms',\n", + " '[1421761764.265043] 1661 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.13 ms',\n", + " '[1421761764.471659] 2000 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=3.16 ms',\n", + " '[1421761764.677888] 1521 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761764.884288] 1758 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761765.090480] 1965 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.28 ms',\n", + " '[1421761765.295486] 497 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761765.500817] 702 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761765.706232] 1231 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761765.911043] 1269 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761766.115691] 612 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761766.320793] 1446 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761766.527190] 1763 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.45 ms',\n", + " '[1421761766.732873] 1208 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.51 ms',\n", + " '[1421761766.939411] 1828 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.41 ms',\n", + " '[1421761767.144687] 1359 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761767.349779] 536 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761767.555079] 456 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761767.760324] 479 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761767.965096] 216 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761768.170067] 926 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761768.375391] 910 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761768.580415] 730 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.59 ms',\n", + " '[1421761768.785638] 1009 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.63 ms',\n", + " '[1421761768.992220] 1536 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.42 ms',\n", + " '[1421761769.197903] 790 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761769.403117] 1287 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.56 ms',\n", + " '[1421761769.608772] 1936 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.35 ms',\n", + " '[1421761769.813931] 1427 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761770.018687] 487 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761770.223470] 895 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761770.428906] 1066 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761770.634726] 1987 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761770.839236] 476 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761771.044838] 1485 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.09 ms',\n", + " '[1421761771.250207] 887 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761771.456712] 1961 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.39 ms',\n", + " '[1421761771.661122] 193 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761771.867075] 1839 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761772.072901] 1975 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761772.277974] 716 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761772.484210] 1678 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761772.689007] 943 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761772.894574] 1302 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.67 ms',\n", + " '[1421761773.100667] 1996 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761773.305832] 497 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761773.511715] 620 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761773.716729] 269 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761773.922649] 1569 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761774.128969] 1886 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761774.334070] 851 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761774.540041] 1506 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761774.745208] 43 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761774.950235] 359 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761775.155925] 1749 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761775.361522] 1869 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761775.566847] 1517 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.12 ms',\n", + " '[1421761775.772195] 1664 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761775.977277] 318 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761776.183369] 1577 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.14 ms',\n", + " '[1421761776.388533] 419 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761776.595000] 1755 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.50 ms',\n", + " '[1421761776.800119] 219 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.57 ms',\n", + " '[1421761777.005017] 905 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761777.209733] 682 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761777.415245] 1498 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.16 ms',\n", + " '[1421761777.620703] 1124 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761777.826314] 676 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761778.031543] 409 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761778.236574] 1271 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761778.441659] 875 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761778.646764] 1296 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761778.852661] 1899 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761779.057385] 1216 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761779.262988] 1516 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.15 ms',\n", + " '[1421761779.467798] 1331 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761779.672824] 937 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761779.878318] 323 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761780.083469] 549 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761780.288871] 1120 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.65 ms',\n", + " '[1421761780.494783] 263 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761780.701590] 1901 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761780.906517] 606 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761781.111407] 1461 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761781.317633] 1864 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.40 ms',\n", + " '[1421761781.523891] 1676 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761781.728446] 33 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.11 ms',\n", + " '[1421761781.932871] 378 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.12 ms',\n", + " '[1421761782.137599] 1389 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761782.343227] 1758 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761782.549491] 1695 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761782.754959] 1359 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761782.959771] 83 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.06 ms',\n", + " '[1421761783.164728] 537 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.10 ms',\n", + " '[1421761783.369648] 600 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761783.575320] 286 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761783.780435] 223 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761783.985400] 103 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761784.191179] 1569 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.16 ms',\n", + " '[1421761784.397342] 1841 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.30 ms',\n", + " '[1421761784.602093] 276 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761784.807184] 753 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761785.013444] 1639 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761785.218915] 1272 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761785.423781] 598 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761785.628502] 1287 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761785.833400] 1478 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761786.038145] 465 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761786.242957] 940 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761786.448989] 1613 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.54 ms',\n", + " '[1421761786.654189] 1254 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761786.859823] 1671 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761787.064776] 434 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761787.270397] 1639 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761787.475176] 384 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761787.680573] 377 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761787.885982] 794 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761788.090842] 528 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761788.295851] 509 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761788.500516] 9 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60',\n", + " '[1421761788.706862] 1697 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.35 ms',\n", + " '[1421761788.912441] 530 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761789.117809] 1295 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761789.322719] 172 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761789.528174] 961 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761789.733415] 1443 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.69 ms',\n", + " '[1421761789.938566] 1041 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761790.144331] 1566 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761790.349327] 1134 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761790.555248] 1167 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.59 ms',\n", + " '[1421761790.761047] 406 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761790.966761] 1380 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761791.172649] 1526 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761791.377724] 743 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761791.583865] 1510 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761791.789089] 68 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761791.994651] 950 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761792.200055] 826 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761792.405255] 589 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761792.610795] 939 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761792.816014] 235 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761793.020799] 657 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761793.226483] 1719 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761793.431210] 810 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761793.635938] 835 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761793.840839] 737 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761794.045282] 389 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.08 ms',\n", + " '[1421761794.250251] 1188 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761794.455311] 1301 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761794.660294] 1398 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761794.865385] 70 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761795.071451] 1727 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.28 ms',\n", + " '[1421761795.276134] 1302 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761795.480913] 691 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761795.687483] 1882 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761795.893567] 1502 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.18 ms',\n", + " '[1421761796.098215] 306 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761796.302759] 156 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761796.508776] 1839 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.41 ms',\n", + " '[1421761796.713630] 1026 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761796.918336] 1349 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761797.124123] 1848 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761797.328933] 387 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761797.535318] 1515 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761797.740545] 69 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.09 ms',\n", + " '[1421761797.945721] 1070 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761798.150316] 225 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.09 ms',\n", + " '[1421761798.355908] 981 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761798.560724] 373 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761798.765684] 235 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761798.970332] 860 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761799.174943] 371 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761799.379490] 292 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761799.584790] 1443 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.57 ms',\n", + " '[1421761799.789982] 771 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761799.994958] 248 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761800.200235] 254 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761800.405270] 697 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761800.611149] 1819 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761800.816371] 1123 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761801.021483] 1376 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761801.226597] 1252 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761801.431378] 95 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761801.635988] 756 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761801.841231] 1162 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761802.046361] 460 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761802.251195] 192 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761802.456777] 1610 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761802.661699] 776 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761802.866616] 849 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761803.072480] 1903 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.38 ms',\n", + " '[1421761803.277661] 1390 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761803.483915] 1525 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761803.689859] 1549 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761803.895512] 1255 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761804.100486] 313 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761804.305285] 792 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761804.510123] 333 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761804.715708] 1547 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761804.920601] 1331 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761805.126314] 1554 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761805.331125] 18 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60',\n", + " '[1421761805.536822] 766 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761805.743224] 1613 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761805.948655] 1272 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.67 ms',\n", + " '[1421761806.153817] 741 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761806.358293] 787 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761806.564780] 1854 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.46 ms',\n", + " '[1421761806.770912] 1608 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761806.975360] 158 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.07 ms',\n", + " '[1421761807.181577] 1834 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761807.386244] 581 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761807.591299] 1338 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761807.797420] 1872 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.38 ms',\n", + " '[1421761808.002355] 339 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.07 ms',\n", + " '[1421761808.207450] 1145 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761808.412419] 920 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761808.617199] 1003 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761808.824843] 1409 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=3.38 ms',\n", + " '[1421761809.034632] 842 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=5.53 ms',\n", + " '[1421761809.239423] 314 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761809.444291] 187 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761809.657915] 1677 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.0 ms',\n", + " '[1421761809.866912] 759 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=4.97 ms',\n", + " '[1421761810.081539] 429 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=10.5 ms',\n", + " '[1421761810.300129] 1051 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=14.9 ms',\n", + " '[1421761810.516136] 59 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=12.1 ms',\n", + " '[1421761810.791066] 1760 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=70.8 ms',\n", + " '[1421761811.018013] 1462 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=23.2 ms',\n", + " '[1421761811.294795] 1751 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=73.1 ms',\n", + " '[1421761811.517563] 1477 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=18.9 ms',\n", + " '[1421761811.743160] 470 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=21.8 ms',\n", + " '[1421761811.972091] 1282 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=25.5 ms',\n", + " '[1421761812.177174] 1140 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761812.383396] 1990 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.42 ms',\n", + " '[1421761812.588674] 484 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761812.793595] 215 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761812.998224] 763 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761813.203906] 1604 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761813.409295] 104 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.83 ms',\n", + " '[1421761813.614916] 1737 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761813.819382] 73 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761814.024081] 1075 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761814.229814] 1619 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761814.434724] 764 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761814.639411] 925 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761814.844586] 523 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761815.049767] 458 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761815.255943] 1805 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.54 ms',\n", + " '[1421761815.461405] 1059 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.81 ms',\n", + " '[1421761815.668206] 1872 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.76 ms',\n", + " '[1421761815.873618] 1247 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761816.079690] 1764 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.35 ms',\n", + " '[1421761816.284774] 597 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761816.489540] 408 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761816.694008] 518 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761816.899193] 644 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761817.104346] 584 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761817.308839] 18 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60',\n", + " '[1421761817.513563] 201 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761817.718385] 297 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761817.924196] 1725 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761818.129164] 942 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761818.333889] 461 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761818.539354] 831 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761818.744810] 1092 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761818.949696] 29 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761819.155722] 1745 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761819.360595] 1264 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761819.565841] 150 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761819.771116] 1377 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761819.975676] 271 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.08 ms',\n", + " '[1421761820.180474] 57 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.10 ms',\n", + " '[1421761820.385813] 1598 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761820.590414] 82 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.12 ms',\n", + " '[1421761820.795432] 511 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761821.001136] 1489 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.16 ms',\n", + " '[1421761821.205958] 1114 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761821.410556] 111 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761821.615658] 652 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761821.820569] 1387 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761822.025360] 809 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761822.230386] 1068 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761822.435414] 689 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761822.639932] 706 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761822.845829] 1680 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.30 ms',\n", + " '[1421761823.050883] 1247 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761823.257350] 1866 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.77 ms',\n", + " '[1421761823.462300] 445 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761823.667424] 733 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761823.872494] 959 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761824.077149] 183 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761824.282130] 418 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761824.487394] 1280 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761824.699493] 1708 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=8.30 ms',\n", + " '[1421761824.904158] 1006 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761825.108636] 1151 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761825.313458] 1358 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761825.519692] 1876 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.38 ms',\n", + " '[1421761825.724842] 235 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761825.929664] 1278 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761826.134484] 596 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761826.340116] 1538 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761826.545134] 208 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761826.750888] 1218 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.75 ms',\n", + " '[1421761826.957484] 1971 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.40 ms',\n", + " '[1421761827.163625] 148 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.44 ms',\n", + " '[1421761827.368680] 657 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761827.574452] 1311 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.86 ms',\n", + " '[1421761827.779545] 265 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761827.984543] 256 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761828.189660] 693 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761828.396032] 1562 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761828.601028] 629 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761828.806560] 1751 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761829.011934] 1124 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761829.217533] 1102 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.77 ms',\n", + " '[1421761829.424272] 1512 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.65 ms',\n", + " '[1421761829.629371] 68 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761829.834222] 245 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761830.039982] 1697 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761830.244855] 824 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761830.449591] 1105 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761830.654677] 882 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761830.859910] 1339 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761831.064604] 68 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.05 ms',\n", + " '[1421761831.270104] 1640 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761831.475258] 1176 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761831.681441] 1482 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761831.887155] 1416 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.84 ms',\n", + " '[1421761832.091424] 94 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761832.295959] 347 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761832.501864] 1636 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.29 ms',\n", + " '[1421761832.708208] 1785 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761832.913234] 144 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761833.119135] 1708 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.49 ms',\n", + " '[1421761833.324433] 152 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761833.529989] 1135 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761833.735180] 333 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761833.940507] 941 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761834.146231] 1627 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761834.350819] 330 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761834.556072] 1099 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761834.762340] 1517 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.28 ms',\n", + " '[1421761834.967305] 1183 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761835.172272] 1250 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761835.378292] 1483 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.23 ms',\n", + " '[1421761835.582974] 673 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761835.789251] 1540 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.18 ms',\n", + " '[1421761835.994500] 913 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761836.199954] 489 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761836.404940] 895 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761836.611430] 1703 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.44 ms',\n", + " '[1421761836.817126] 1259 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761837.022478] 1437 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.41 ms',\n", + " '[1421761837.228354] 1595 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.56 ms',\n", + " '[1421761837.433450] 919 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761837.638700] 1374 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761837.845360] 1961 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.83 ms',\n", + " '[1421761838.049952] 365 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761838.254810] 969 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761838.460515] 1405 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761838.665189] 1473 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.51 ms',\n", + " '[1421761838.869778] 414 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761839.075686] 1966 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761839.280428] 321 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761839.485826] 542 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761839.692090] 1836 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761839.897160] 425 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761840.102506] 1200 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761840.307073] 578 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761840.513106] 1603 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.35 ms',\n", + " '[1421761840.722705] 96 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=5.17 ms',\n", + " '[1421761840.928085] 106 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761841.132927] 906 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761841.338920] 1683 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.24 ms',\n", + " '[1421761841.543994] 68 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761841.749135] 307 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761841.955028] 1666 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.14 ms',\n", + " '[1421761842.159941] 533 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761842.364367] 956 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761842.569512] 1216 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761842.774473] 525 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761842.980543] 1934 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.18 ms',\n", + " '[1421761843.185468] 1038 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761843.390903] 795 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761843.596743] 786 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761843.802097] 311 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761844.007156] 1075 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761844.213205] 1883 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761844.418068] 764 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761844.624091] 1651 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761844.829358] 1122 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.34 ms',\n", + " '[1421761845.034406] 1448 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761845.240024] 2002 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761845.444920] 298 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761845.649910] 1299 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761845.854989] 1194 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761846.061193] 1641 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761846.267146] 1800 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761846.472400] 522 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761846.678331] 1852 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761846.884510] 1563 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.16 ms',\n", + " '[1421761847.089211] 76 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761847.294463] 1094 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.67 ms',\n", + " '[1421761847.499752] 927 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.51 ms',\n", + " '[1421761847.705821] 1505 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.17 ms',\n", + " '[1421761847.910455] 442 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761848.115252] 158 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761848.319887] 633 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761848.524473] 235 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761848.729178] 114 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761848.934299] 1309 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761849.139691] 1774 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761849.345793] 1600 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761849.550908] 686 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761849.756392] 1449 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.51 ms',\n", + " '[1421761849.961797] 1291 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761850.166932] 257 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761850.371560] 306 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761850.576919] 1329 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.55 ms',\n", + " '[1421761850.782244] 640 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761850.987400] 462 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761851.193890] 1593 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.59 ms',\n", + " '[1421761851.399298] 948 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.72 ms',\n", + " '[1421761851.604815] 1028 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761851.809880] 1007 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761852.016355] 1779 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761852.221485] 464 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761852.426411] 834 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761852.631240] 644 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761852.837728] 1500 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.53 ms',\n", + " '[1421761853.043056] 588 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.51 ms',\n", + " '[1421761853.248622] 1557 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761853.453393] 844 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761853.658317] 450 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761853.863021] 1376 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761854.067377] 808 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761854.272987] 1902 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761854.478407] 1371 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761854.683611] 697 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.26 ms',\n", + " '[1421761854.888415] 742 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761855.094344] 1600 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.22 ms',\n", + " '[1421761855.298681] 129 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.12 ms',\n", + " '[1421761855.503507] 621 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761855.708252] 276 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761855.914012] 1548 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.26 ms',\n", + " '[1421761856.119477] 1352 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761856.324789] 1480 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761856.531333] 1568 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.65 ms',\n", + " '[1421761856.736955] 1299 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761856.941830] 291 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761857.146581] 143 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761857.351744] 1162 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761857.556661] 718 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.35 ms',\n", + " '[1421761857.762898] 1660 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.36 ms',\n", + " '[1421761857.968404] 1250 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761858.174814] 1783 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761858.379632] 759 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761858.584439] 271 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761858.789243] 208 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761858.994650] 1275 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761859.199610] 117 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.06 ms',\n", + " '[1421761859.404925] 48 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761859.610225] 137 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761859.815705] 912 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.33 ms',\n", + " '[1421761860.020883] 428 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761860.225875] 892 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761860.431136] 871 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761860.636804] 992 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761860.841736] 143 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761861.047983] 1926 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761861.253527] 1755 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761861.459423] 1708 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.23 ms',\n", + " '[1421761861.664498] 388 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761861.870478] 1954 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761862.075602] 345 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761862.280727] 1404 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761862.486032] 1460 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761862.691120] 1037 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761862.896319] 939 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761863.101164] 318 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761863.306417] 1459 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761863.511878] 995 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761863.717303] 1284 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761863.922877] 1647 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.18 ms',\n", + " '[1421761864.128711] 1974 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761864.333574] 1287 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761864.539254] 1835 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761864.743952] 416 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761864.949385] 1327 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761865.154337] 1365 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.40 ms',\n", + " '[1421761865.360333] 1873 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.13 ms',\n", + " '[1421761865.565375] 326 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761865.771492] 1689 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761865.977173] 1106 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761866.182295] 67 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.09 ms',\n", + " '[1421761866.387107] 136 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.08 ms',\n", + " '[1421761866.592694] 931 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.56 ms',\n", + " '[1421761866.798014] 135 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761867.003050] 1228 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.42 ms',\n", + " '[1421761867.208011] 1060 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761867.413121] 1473 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.49 ms',\n", + " '[1421761867.619448] 1905 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761867.824407] 129 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761868.030631] 1501 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.24 ms',\n", + " '[1421761868.236420] 1934 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.21 ms',\n", + " '[1421761868.441290] 1185 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.32 ms',\n", + " '[1421761868.646147] 118 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761868.852022] 2005 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761869.057150] 349 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761869.262251] 1333 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.36 ms',\n", + " '[1421761869.468307] 1750 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761869.674883] 1553 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.65 ms',\n", + " '[1421761869.881530] 1772 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.70 ms',\n", + " '[1421761870.086242] 47 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761870.291480] 153 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761870.496681] 523 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761870.702208] 1429 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.47 ms',\n", + " '[1421761870.908776] 1941 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761871.114304] 199 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761871.319856] 541 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761871.526403] 1504 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761871.732022] 1381 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.73 ms',\n", + " '[1421761871.936718] 321 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.14 ms',\n", + " '[1421761872.141608] 505 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.24 ms',\n", + " '[1421761872.346811] 1030 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761872.553233] 1810 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.33 ms',\n", + " '[1421761872.759748] 1591 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.32 ms',\n", + " '[1421761872.965236] 679 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761873.170152] 412 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761873.374727] 631 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761873.580234] 815 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.37 ms',\n", + " '[1421761873.785373] 343 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761873.990528] 1412 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.50 ms',\n", + " '[1421761874.195579] 449 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761874.400818] 1438 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.62 ms',\n", + " '[1421761874.606451] 867 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761874.812346] 1549 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.13 ms',\n", + " '[1421761875.017294] 237 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.15 ms',\n", + " '[1421761875.222509] 717 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761875.427727] 1092 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761875.633491] 1374 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.43 ms',\n", + " '[1421761875.839788] 1797 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.54 ms',\n", + " '[1421761876.045109] 345 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.54 ms',\n", + " '[1421761876.251308] 1606 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.52 ms',\n", + " '[1421761876.456928] 1257 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.56 ms',\n", + " '[1421761876.662888] 595 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761876.868417] 909 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.45 ms',\n", + " '[1421761877.073169] 42 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.11 ms',\n", + " '[1421761877.278482] 1263 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761877.484483] 1610 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.20 ms',\n", + " '[1421761877.689733] 1428 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761877.894962] 1391 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.48 ms',\n", + " '[1421761878.099787] 838 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.30 ms',\n", + " '[1421761878.304265] 123 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.06 ms',\n", + " '[1421761878.509339] 136 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761878.714632] 733 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761878.919363] 218 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761879.124141] 136 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.13 ms',\n", + " '[1421761879.328560] 104 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761879.533887] 1391 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.62 ms',\n", + " '[1421761879.739399] 1009 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761879.944362] 321 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.21 ms',\n", + " '[1421761880.149607] 1086 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761880.354376] 96 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761880.559503] 1224 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.39 ms',\n", + " '[1421761880.764220] 341 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.11 ms',\n", + " '[1421761880.968978] 125 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761881.173906] 152 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761881.384150] 915 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=6.65 ms',\n", + " '[1421761881.596103] 1400 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=8.01 ms',\n", + " '[1421761881.802369] 1994 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.27 ms',\n", + " '[1421761882.007740] 605 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761882.213252] 1467 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761882.418307] 307 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761882.623759] 235 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761882.830197] 1693 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.31 ms',\n", + " '[1421761883.035445] 491 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.19 ms',\n", + " '[1421761883.240046] 761 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.25 ms',\n", + " '[1421761883.445370] 1304 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761883.651563] 1868 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.25 ms',\n", + " '[1421761883.856714] 1298 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761884.061903] 361 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761884.267660] 1622 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.16 ms',\n", + " '[1421761884.472847] 223 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.22 ms',\n", + " '[1421761884.678746] 906 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.57 ms',\n", + " '[1421761884.883992] 740 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.29 ms',\n", + " '[1421761885.088761] 818 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.23 ms',\n", + " '[1421761885.293718] 393 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761885.498926] 1090 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.31 ms',\n", + " '[1421761885.704670] 1995 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.34 ms',\n", + " '[1421761885.909203] 343 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.16 ms',\n", + " '[1421761886.114320] 928 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.38 ms',\n", + " '[1421761886.319148] 1138 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.41 ms',\n", + " '[1421761886.524176] 1461 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.46 ms',\n", + " '[1421761886.729611] 1234 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.65 ms',\n", + " '[1421761886.935353] 1002 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.52 ms',\n", + " '[1421761887.140562] 553 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.28 ms',\n", + " '[1421761887.346231] 1760 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.19 ms',\n", + " '[1421761887.551338] 41 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.17 ms',\n", + " '[1421761887.756387] 1465 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.53 ms',\n", + " '[1421761887.962754] 1640 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.30 ms',\n", + " '[1421761888.167792] 43 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.06 ms',\n", + " '[1421761888.372632] 70 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.18 ms',\n", + " '[1421761888.577846] 304 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.20 ms',\n", + " '[1421761888.783380] 1141 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.44 ms',\n", + " '[1421761888.989913] 1883 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.37 ms',\n", + " '[1421761889.195616] 547 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.84 ms',\n", + " '[1421761889.400423] 765 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=1.27 ms',\n", + " '[1421761889.606504] 1604 bytes from lig-publig.imag.fr (129.88.11.7): icmp_seq=1 ttl=60 time=2.47 ms',\n", + " ...]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "def decompress_archive (archive):\n", " with gz.open(archive, 'rt') as f_in:\n", @@ -154,9 +1182,7020 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[OrderedDict([('timestamp', 1421761682.052172),\n", + " ('size', 665),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 22.5)]),\n", + " OrderedDict([('timestamp', 1421761682.277315),\n", + " ('size', 1373),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 21.2)]),\n", + " OrderedDict([('timestamp', 1421761682.502054),\n", + " ('size', 262),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 21.2)]),\n", + " OrderedDict([('timestamp', 1421761682.729257),\n", + " ('size', 1107),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 23.3)]),\n", + " OrderedDict([('timestamp', 1421761682.934648),\n", + " ('size', 1128),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.41)]),\n", + " OrderedDict([('timestamp', 1421761683.160397),\n", + " ('size', 489),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 21.9)]),\n", + " OrderedDict([('timestamp', 1421761683.443055),\n", + " ('size', 1759),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 78.7)]),\n", + " OrderedDict([('timestamp', 1421761683.672157),\n", + " ('size', 1146),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 25.1)]),\n", + " OrderedDict([('timestamp', 1421761683.899933),\n", + " ('size', 884),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 24.0)]),\n", + " OrderedDict([('timestamp', 1421761684.122687),\n", + " ('size', 1422),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 19.5)]),\n", + " OrderedDict([('timestamp', 1421761684.344135),\n", + " ('size', 1180),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 18.0)]),\n", + " OrderedDict([('timestamp', 1421761684.566271),\n", + " ('size', 999),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 18.8)]),\n", + " OrderedDict([('timestamp', 1421761684.770828),\n", + " ('size', 21),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', None)]),\n", + " OrderedDict([('timestamp', 1421761684.998504),\n", + " ('size', 1020),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 24.3)]),\n", + " OrderedDict([('timestamp', 1421761685.205172),\n", + " ('size', 71),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 3.45)]),\n", + " OrderedDict([('timestamp', 1421761685.414106),\n", + " ('size', 34),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 5.85)]),\n", + " OrderedDict([('timestamp', 1421761685.620117),\n", + " ('size', 1843),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 2.31)]),\n", + " OrderedDict([('timestamp', 1421761685.824949),\n", + " ('size', 407),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.14)]),\n", + " OrderedDict([('timestamp', 1421761686.029177),\n", + " ('size', 356),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.1)]),\n", + " OrderedDict([('timestamp', 1421761686.234464),\n", + " ('size', 1511),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 2.18)]),\n", + " OrderedDict([('timestamp', 1421761686.438772),\n", + " ('size', 587),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.27)]),\n", + " OrderedDict([('timestamp', 1421761686.643208),\n", + " ('size', 809),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.33)]),\n", + " OrderedDict([('timestamp', 1421761686.848323),\n", + " ('size', 1364),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.51)]),\n", + " OrderedDict([('timestamp', 1421761687.0534),\n", + " ('size', 1153),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.44)]),\n", + " OrderedDict([('timestamp', 1421761687.257704),\n", + " ('size', 853),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.3)]),\n", + " OrderedDict([('timestamp', 1421761687.463275),\n", + " ('size', 1510),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 2.17)]),\n", + " OrderedDict([('timestamp', 1421761687.668423),\n", + " ('size', 123),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.21)]),\n", + " OrderedDict([('timestamp', 1421761687.87423),\n", + " ('size', 1966),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 2.2)]),\n", + " OrderedDict([('timestamp', 1421761688.078667),\n", + " ('size', 933),\n", + " ('url', 'lig-publig.imag.fr'),\n", + " ('ip', '129.88.11.7'),\n", + " ('icmp_seq', 1),\n", + " ('ttl', 6),\n", + " ('time', 1.34)]),\n", + " OrderedDict([('timestamp', 1421761688.283655),\n", + " ('size', 922),\n", + " ('url', 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2015-01-20 16:26:20.7437151.421771e+091772lig-publig.imag.fr129.88.11.71614.400
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6 9.750 \n", + "2015-01-20 13:48:04.344135 129.88.11.7 1 6 9.000 \n", + "2015-01-20 13:48:04.566271 129.88.11.7 1 6 9.400 \n", + "2015-01-20 13:48:04.998504 129.88.11.7 1 6 12.150 \n", + "2015-01-20 13:48:05.205172 129.88.11.7 1 6 1.725 \n", + "2015-01-20 13:48:05.414106 129.88.11.7 1 6 2.925 \n", + "2015-01-20 13:48:05.620117 129.88.11.7 1 6 1.155 \n", + "2015-01-20 13:48:05.824949 129.88.11.7 1 6 0.570 \n", + "2015-01-20 13:48:06.029177 129.88.11.7 1 6 0.550 \n", + "2015-01-20 13:48:06.234464 129.88.11.7 1 6 1.090 \n", + "2015-01-20 13:48:06.438772 129.88.11.7 1 6 0.635 \n", + "2015-01-20 13:48:06.643208 129.88.11.7 1 6 0.665 \n", + "2015-01-20 13:48:06.848323 129.88.11.7 1 6 0.755 \n", + "2015-01-20 13:48:07.053400 129.88.11.7 1 6 0.720 \n", + "2015-01-20 13:48:07.257704 129.88.11.7 1 6 0.650 \n", + "2015-01-20 13:48:07.463275 129.88.11.7 1 6 1.085 \n", + "2015-01-20 13:48:07.668423 129.88.11.7 1 6 0.605 \n", + "2015-01-20 13:48:07.874230 129.88.11.7 1 6 1.100 \n", + "2015-01-20 13:48:08.078667 129.88.11.7 1 6 0.670 \n", + "2015-01-20 13:48:08.283655 129.88.11.7 1 6 0.710 \n", + "2015-01-20 13:48:08.488688 129.88.11.7 1 6 0.560 \n", + "... ... ... ... ... \n", + "2015-01-20 16:26:20.743715 129.88.11.7 1 6 14.400 \n", + "2015-01-20 16:26:20.949053 129.88.11.7 1 6 0.570 \n", + "2015-01-20 16:26:21.155685 129.88.11.7 1 6 1.160 \n", + "2015-01-20 16:26:21.362095 129.88.11.7 1 6 0.990 \n", + "2015-01-20 16:26:21.569409 129.88.11.7 1 6 1.505 \n", + "2015-01-20 16:26:21.780805 129.88.11.7 1 6 3.725 \n", + "2015-01-20 16:26:21.998869 129.88.11.7 1 6 6.750 \n", + "2015-01-20 16:26:22.248969 129.88.11.7 1 6 22.950 \n", + "2015-01-20 16:26:22.512386 129.88.11.7 1 6 29.250 \n", + "2015-01-20 16:26:22.717961 129.88.11.7 1 6 0.725 \n", + "2015-01-20 16:26:22.923292 129.88.11.7 1 6 0.555 \n", + "2015-01-20 16:26:23.129965 129.88.11.7 1 6 1.130 \n", + "2015-01-20 16:26:23.335449 129.88.11.7 1 6 0.620 \n", + "2015-01-20 16:26:23.540901 129.88.11.7 1 6 0.625 \n", + "2015-01-20 16:26:23.747983 129.88.11.7 1 6 1.230 \n", + "2015-01-20 16:26:23.954099 129.88.11.7 1 6 0.735 \n", + "2015-01-20 16:26:24.159879 129.88.11.7 1 6 0.605 \n", + "2015-01-20 16:26:24.365815 129.88.11.7 1 6 0.775 \n", + "2015-01-20 16:26:24.571516 129.88.11.7 1 6 0.610 \n", + "2015-01-20 16:26:24.777325 129.88.11.7 1 6 0.670 \n", + "2015-01-20 16:26:24.983905 129.88.11.7 1 6 1.215 \n", + "2015-01-20 16:26:25.188976 129.88.11.7 1 6 0.595 \n", + "2015-01-20 16:26:25.394275 129.88.11.7 1 6 0.570 \n", + "2015-01-20 16:26:25.600745 129.88.11.7 1 6 1.095 \n", + "2015-01-20 16:26:25.805877 129.88.11.7 1 6 0.645 \n", + "2015-01-20 16:26:26.011910 129.88.11.7 1 6 0.735 \n", + "2015-01-20 16:26:26.222729 129.88.11.7 1 6 3.510 \n", + "2015-01-20 16:26:26.429007 129.88.11.7 1 6 1.165 \n", + "2015-01-20 16:26:26.634747 129.88.11.7 1 6 0.805 \n", + "2015-01-20 16:26:26.840222 129.88.11.7 1 6 0.675 \n", + "\n", + "[44036 rows x 7 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_date_sorted = liglab2_data.set_index('date').sort_index()\n", "liglab2_date_sorted" @@ -301,9 +13162,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", 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15:43:50.408513000 \n", + "25 2015-01-20 14:00:45.103684000 \n", + "25 2015-01-20 14:11:26.391256000 \n", + "25 2015-01-20 15:02:22.145705000 \n", + "25 2015-01-20 14:34:12.746952000 \n", + "25 2015-01-20 15:01:33.584276000 \n", + "25 2015-01-20 13:58:03.749347000 \n", + "25 2015-01-20 14:24:57.560328000 \n", + "25 2015-01-20 16:20:30.098849000 \n", + "25 2015-01-20 14:17:49.622422000 \n", + "... ... \n", + "2006 2015-01-20 15:25:04.168375000 \n", + "2006 2015-01-20 14:38:23.783064000 \n", + "2006 2015-01-20 15:02:15.158623000 \n", + "2006 2015-01-20 15:57:08.573375000 \n", + "2006 2015-01-20 15:40:02.936278000 \n", + "2006 2015-01-20 14:49:25.408754000 \n", + "2006 2015-01-20 13:53:31.024837000 \n", + "2006 2015-01-20 14:59:23.499895000 \n", + "2006 2015-01-20 14:05:21.483215000 \n", + "2006 2015-01-20 14:03:55.608798000 \n", + "2007 2015-01-20 15:48:45.519109999 \n", + "2007 2015-01-20 15:22:03.651470000 \n", + "2007 2015-01-20 14:36:44.010478000 \n", + "2007 2015-01-20 13:57:29.866941000 \n", + "2007 2015-01-20 14:39:14.092406000 \n", + "2007 2015-01-20 14:42:51.642463000 \n", + "2007 2015-01-20 13:59:10.506537000 \n", + "2007 2015-01-20 14:38:20.712527000 \n", + "2007 2015-01-20 14:52:11.135598000 \n", + "2007 2015-01-20 16:13:11.753217000 \n", + "2007 2015-01-20 14:43:48.741830000 \n", + "2007 2015-01-20 15:15:10.804104000 \n", + "2007 2015-01-20 15:08:51.548739000 \n", + "2007 2015-01-20 14:19:27.776628000 \n", + "2007 2015-01-20 15:04:51.995342000 \n", + "2007 2015-01-20 15:41:41.216148000 \n", + "2007 2015-01-20 15:03:59.850005000 \n", + "2007 2015-01-20 14:51:03.802747000 \n", + "2007 2015-01-20 16:20:54.067229000 \n", + "2007 2015-01-20 15:07:31.583931000 \n", + "\n", + "[44036 rows x 7 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_size_sorted = liglab2_data.set_index('size').sort_index()\n", "liglab2_size_sorted" @@ -375,9 +14098,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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241.421765e+09lig-publig.imag.fr129.88.11.7160.6052015-01-20 14:37:35.951966000
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timestampurlipicmp_seqttltimedate
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14811.421765e+09lig-publig.imag.fr129.88.11.7161.1402015-01-20 14:36:19.746506000
14811.421765e+09lig-publig.imag.fr129.88.11.7161.0752015-01-20 14:44:28.856284000
14811.421767e+09lig-publig.imag.fr129.88.11.7161.1252015-01-20 15:10:09.259122000
14811.421769e+09lig-publig.imag.fr129.88.11.7161.1152015-01-20 15:52:34.224675000
14811.421766e+09lig-publig.imag.fr129.88.11.71619.0502015-01-20 15:00:15.466517000
14811.421767e+09lig-publig.imag.fr129.88.11.7161.3052015-01-20 15:20:38.666811000
14811.421764e+09lig-publig.imag.fr129.88.11.7161.1452015-01-20 14:28:27.812800000
14811.421766e+09lig-publig.imag.fr129.88.11.7161.1802015-01-20 15:02:02.825784000
14811.421764e+09lig-publig.imag.fr129.88.11.7161.1552015-01-20 14:21:45.802321000
14811.421768e+09lig-publig.imag.fr129.88.11.7161.1352015-01-20 15:40:26.559193000
14811.421766e+09lig-publig.imag.fr129.88.11.7161.1352015-01-20 15:00:38.924658000
14811.421764e+09lig-publig.imag.fr129.88.11.7161.1402015-01-20 14:27:48.228219000
14811.421767e+09lig-publig.imag.fr129.88.11.7161.2152015-01-20 15:22:13.982025000
14811.421763e+09lig-publig.imag.fr129.88.11.71639.0502015-01-20 14:11:47.766940000
14811.421769e+09lig-publig.imag.fr129.88.11.7161.1202015-01-20 15:45:42.426492000
14811.421771e+09lig-publig.imag.fr129.88.11.7161.0852015-01-20 16:15:59.037672000
14811.421764e+09lig-publig.imag.fr129.88.11.7161.1702015-01-20 14:27:01.479111000
14811.421765e+09lig-publig.imag.fr129.88.11.7161.1502015-01-20 14:38:17.629643000
14811.421766e+09lig-publig.imag.fr129.88.11.7161.0852015-01-20 14:55:54.257440000
14811.421763e+09lig-publig.imag.fr129.88.11.7161.1552015-01-20 14:05:35.651323000
14811.421762e+09lig-publig.imag.fr129.88.11.7161.1052015-01-20 13:52:05.135889000
14821.421770e+09lig-publig.imag.fr129.88.11.7161.1452015-01-20 16:05:57.503039000
14821.421763e+09lig-publig.imag.fr129.88.11.7161.0752015-01-20 14:08:34.177147000
14821.421767e+09lig-publig.imag.fr129.88.11.7161.1502015-01-20 15:21:48.644418000
14821.421770e+09lig-publig.imag.fr129.88.11.7161.0652015-01-20 16:00:29.067303000
14821.421762e+09lig-publig.imag.fr129.88.11.7161.1302015-01-20 13:50:31.681441000
14821.421763e+09lig-publig.imag.fr129.88.11.71634.1002015-01-20 14:04:43.983429000
14821.421767e+09lig-publig.imag.fr129.88.11.7161.1802015-01-20 15:24:25.707517000
14821.421770e+09lig-publig.imag.fr129.88.11.7161.1602015-01-20 16:09:49.145957000
14821.421765e+09lig-publig.imag.fr129.88.11.7161.2002015-01-20 14:44:19.606538000
........................
20061.421768e+09lig-publig.imag.fr129.88.11.7161.1702015-01-20 15:25:04.168375000
20061.421765e+09lig-publig.imag.fr129.88.11.71639.0002015-01-20 14:38:23.783064000
20061.421766e+09lig-publig.imag.fr129.88.11.7161.1902015-01-20 15:02:15.158623000
20061.421769e+09lig-publig.imag.fr129.88.11.7161.1752015-01-20 15:57:08.573375000
20061.421768e+09lig-publig.imag.fr129.88.11.7161.2752015-01-20 15:40:02.936278000
20061.421765e+09lig-publig.imag.fr129.88.11.71626.4002015-01-20 14:49:25.408754000
20061.421762e+09lig-publig.imag.fr129.88.11.7161.1502015-01-20 13:53:31.024837000
20061.421766e+09lig-publig.imag.fr129.88.11.7161.1702015-01-20 14:59:23.499895000
20061.421763e+09lig-publig.imag.fr129.88.11.7161.1952015-01-20 14:05:21.483215000
20061.421763e+09lig-publig.imag.fr129.88.11.7161.1502015-01-20 14:03:55.608798000
20071.421769e+09lig-publig.imag.fr129.88.11.7161.1652015-01-20 15:48:45.519109999
20071.421767e+09lig-publig.imag.fr129.88.11.7161.2602015-01-20 15:22:03.651470000
20071.421765e+09lig-publig.imag.fr129.88.11.7161.0952015-01-20 14:36:44.010478000
20071.421762e+09lig-publig.imag.fr129.88.11.7161.2102015-01-20 13:57:29.866941000
20071.421765e+09lig-publig.imag.fr129.88.11.7161.2752015-01-20 14:39:14.092406000
20071.421765e+09lig-publig.imag.fr129.88.11.7161.2352015-01-20 14:42:51.642463000
20071.421762e+09lig-publig.imag.fr129.88.11.7161.1552015-01-20 13:59:10.506537000
20071.421765e+09lig-publig.imag.fr129.88.11.7161.2052015-01-20 14:38:20.712527000
20071.421766e+09lig-publig.imag.fr129.88.11.7168.4502015-01-20 14:52:11.135598000
20071.421770e+09lig-publig.imag.fr129.88.11.7161.1602015-01-20 16:13:11.753217000
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20071.421767e+09lig-publig.imag.fr129.88.11.7161.3002015-01-20 15:15:10.804104000
20071.421767e+09lig-publig.imag.fr129.88.11.7161.1402015-01-20 15:08:51.548739000
20071.421764e+09lig-publig.imag.fr129.88.11.71638.8502015-01-20 14:19:27.776628000
20071.421766e+09lig-publig.imag.fr129.88.11.7161.1652015-01-20 15:04:51.995342000
20071.421769e+09lig-publig.imag.fr129.88.11.7161.1452015-01-20 15:41:41.216148000
20071.421766e+09lig-publig.imag.fr129.88.11.7161.2402015-01-20 15:03:59.850005000
20071.421765e+09lig-publig.imag.fr129.88.11.71618.1002015-01-20 14:51:03.802747000
20071.421771e+09lig-publig.imag.fr129.88.11.7161.1752015-01-20 16:20:54.067229000
20071.421766e+09lig-publig.imag.fr129.88.11.7161.2452015-01-20 15:07:31.583931000
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2015-01-20 14:55:54.257440000 \n", + "1481 2015-01-20 14:05:35.651323000 \n", + "1481 2015-01-20 13:52:05.135889000 \n", + "1482 2015-01-20 16:05:57.503039000 \n", + "1482 2015-01-20 14:08:34.177147000 \n", + "1482 2015-01-20 15:21:48.644418000 \n", + "1482 2015-01-20 16:00:29.067303000 \n", + "1482 2015-01-20 13:50:31.681441000 \n", + "1482 2015-01-20 14:04:43.983429000 \n", + "1482 2015-01-20 15:24:25.707517000 \n", + "1482 2015-01-20 16:09:49.145957000 \n", + "1482 2015-01-20 14:44:19.606538000 \n", + "... ... \n", + "2006 2015-01-20 15:25:04.168375000 \n", + "2006 2015-01-20 14:38:23.783064000 \n", + "2006 2015-01-20 15:02:15.158623000 \n", + "2006 2015-01-20 15:57:08.573375000 \n", + "2006 2015-01-20 15:40:02.936278000 \n", + "2006 2015-01-20 14:49:25.408754000 \n", + "2006 2015-01-20 13:53:31.024837000 \n", + "2006 2015-01-20 14:59:23.499895000 \n", + "2006 2015-01-20 14:05:21.483215000 \n", + "2006 2015-01-20 14:03:55.608798000 \n", + "2007 2015-01-20 15:48:45.519109999 \n", + "2007 2015-01-20 15:22:03.651470000 \n", + "2007 2015-01-20 14:36:44.010478000 \n", + "2007 2015-01-20 13:57:29.866941000 \n", + "2007 2015-01-20 14:39:14.092406000 \n", + "2007 2015-01-20 14:42:51.642463000 \n", + "2007 2015-01-20 13:59:10.506537000 \n", + "2007 2015-01-20 14:38:20.712527000 \n", + "2007 2015-01-20 14:52:11.135598000 \n", + "2007 2015-01-20 16:13:11.753217000 \n", + "2007 2015-01-20 14:43:48.741830000 \n", + "2007 2015-01-20 15:15:10.804104000 \n", + "2007 2015-01-20 15:08:51.548739000 \n", + "2007 2015-01-20 14:19:27.776628000 \n", + "2007 2015-01-20 15:04:51.995342000 \n", + "2007 2015-01-20 15:41:41.216148000 \n", + "2007 2015-01-20 15:03:59.850005000 \n", + "2007 2015-01-20 14:51:03.802747000 \n", + "2007 2015-01-20 16:20:54.067229000 \n", + "2007 2015-01-20 15:07:31.583931000 \n", + "\n", + "[11369 rows x 7 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_data_class_b = liglab2_size_sorted[(liglab2_size_sorted.index>=1481)]\n", "liglab2_data_class_b" @@ -440,16 +15795,42 @@ "| `L` | Network latency, in **seconds** |\n", "| `C` | Network capacity, in **bytes per second** |\n", "\n", - "We can vulgaraly associate the duration function to a linear function corresponding to `Y(X) = ax + b`. Using linear regression, we can estimate both the coeficient `a` and the constant `b`.\n", + "We can vulgaraly associate the duration function to a linear function corresponding to `Y(X) = ax + b`. Using linear regression, we can estimate both the coeficient `a` and the constant `b`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Class A\n", + "\n", + "We first start by analysing class **A**.\n", "\n", "Firstly, we convert and reshape the data corresponding to `X` in the formula, in this case the index corresponding to the packet `size`." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 24],\n", + " [ 24],\n", + " [ 24],\n", + " ...,\n", + " [1480],\n", + " [1480],\n", + " [1480]])" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_X = liglab2_data_class_a.index.values.reshape(-1, 1)\n", "liglab2_class_a_X" @@ -464,9 +15845,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.565],\n", + " [0.56 ],\n", + " [0.605],\n", + " ...,\n", + " [2.47 ],\n", + " [3.21 ],\n", + " [0.775]])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_Y = liglab2_data_class_a['time'].values.reshape(-1, 1)\n", "liglab2_class_a_Y" @@ -481,9 +15879,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1.64175289],\n", + " [1.64175289],\n", + " [1.64175289],\n", + " ...,\n", + " [1.8793109 ],\n", + " [1.8793109 ],\n", + " [1.8793109 ]])" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "lin_reg = LinearRegression()\n", "lin_reg.fit(liglab2_class_a_X, liglab2_class_a_Y)\n", @@ -500,9 +15915,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.scatter(liglab2_class_a_X, liglab2_class_a_Y)\n", "plt.plot(liglab2_class_a_X, liglab2_class_a_Y_pred, color='red')\n", @@ -522,9 +15950,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "6129.029233797274" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_C = 1 / lin_reg.coef_[0][0]\n", "liglab2_class_a_C" @@ -539,9 +15978,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "6129029.2337972745" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_C_s = liglab2_class_a_C * 1000\n", "liglab2_class_a_C_s" @@ -556,9 +16006,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 0.005845097764775538 MB/s\n" + ] + } + ], "source": [ "print(\"C = \" + str(liglab2_class_a_C / 1024 / 1024 ) + \" MB/s\")" ] @@ -572,9 +16030,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "1.6378370996969718" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_L = lin_reg.intercept_[0]\n", "liglab2_class_a_L" @@ -589,9 +16058,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.0016378370996969719" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "liglab2_class_a_L_s = liglab2_class_a_L / 1000\n", "liglab2_class_a_L_s" @@ -601,14 +16081,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can therefore determine that for class **a**, the values for `C` and `L` are as follows:" + "We can therefore determine that for class **A**, the values for `C` and `L` are as follows:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 6129029.2337972745 B/s\n", + "L = 0.0016378370996969719 s\n" + ] + } + ], "source": [ "print(\"C = \" + str(liglab2_class_a_C_s) + \" B/s\")\n", "print(\"L = \" + str(liglab2_class_a_L_s) + \" s\")" @@ -623,14 +16112,825 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 5.845097764775538 MB/s\n", + "L = 1.6378370996969718 ms\n" + ] + } + ], "source": [ "print(\"C = \" + str(liglab2_class_a_C_s / 1024 / 1024 ) + \" MB/s\")\n", "print(\"L = \" + str(liglab2_class_a_L) + \" ms\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Class B\n", + "\n", + "Now we perform the same analysis, but with class **B**.\n", + "\n", + "As previously, we convert and reshape the packet `size` and `time` data for `X` and `Y` values." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "liglab2_class_b_X = liglab2_data_class_b.index.values.reshape(-1, 1)\n", + "liglab2_class_b_Y = liglab2_data_class_b['time'].values.reshape(-1, 1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We once again fit the regressor, and predict the Y values. We finaly show a plot with the results." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "lin_reg.fit(liglab2_class_b_X, liglab2_class_b_Y)\n", + "liglab2_class_b_Y_pred = lin_reg.predict(liglab2_class_b_X)\n", + "\n", + "plt.scatter(liglab2_class_b_X, liglab2_class_b_Y)\n", + "plt.plot(liglab2_class_b_X, liglab2_class_b_Y_pred, color='red')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now determine the `C` and `L` values for class **B**" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 6129029.2337972745 B/s\n", + "L = 0.0016378370996969719 s\n" + ] + } + ], + "source": [ + "liglab2_class_b_C = 1 / lin_reg.coef_[0][0]\n", + "liglab2_class_b_C_s = liglab2_class_a_C * 1000\n", + "\n", + "liglab2_class_b_L = lin_reg.intercept_[0]\n", + "liglab2_class_b_L_s = liglab2_class_a_L / 1000\n", + "\n", + "print(\"C = \" + str(liglab2_class_b_C_s) + \" B/s\")\n", + "print(\"L = \" + str(liglab2_class_b_L_s) + \" s\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again, we can print a more human compatable representation" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 5.845097764775538 MB/s\n", + "L = 0.6483398536963634 ms\n" + ] + } + ], + "source": [ + "print(\"C = \" + str(liglab2_class_b_C_s / 1024 / 1024 ) + \" MB/s\")\n", + "print(\"L = \" + str(liglab2_class_b_L) + \" ms\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Noise reduction\n", + "\n", + "#### Class A\n", + "\n", + "Due to the large variablilty in the data, it is difficult to reach a correct value. To do so, we will parse the data and keep only the smalest transmission `time` per packet `size`, then convert it into a pandas dataframe." + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1984 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + " size time\n", + "0 24 0.550\n", + "1 25 0.515\n", + "2 26 0.540\n", + "3 27 0.530\n", + "4 28 0.540\n", + "5 29 0.515\n", + "6 30 0.540\n", + "7 31 0.535\n", + "8 32 0.505\n", + "9 33 0.530\n", + "10 34 0.510\n", + "11 35 0.515\n", + "12 36 0.525\n", + "13 37 0.525\n", + "14 38 0.530\n", + "15 39 0.515\n", + "16 40 0.520\n", + "17 41 0.530\n", + "18 42 0.535\n", + "19 43 0.520\n", + "20 44 0.520\n", + "21 45 0.505\n", + "22 46 0.530\n", + "23 47 0.535\n", + "24 48 0.505\n", + "25 49 0.500\n", + "26 50 0.515\n", + "27 51 0.525\n", + "28 52 0.515\n", + "29 53 0.520\n", + "... ... ...\n", + "1954 1978 1.095\n", + "1955 1979 1.130\n", + "1956 1980 1.090\n", + "1957 1981 1.115\n", + "1958 1982 1.115\n", + "1959 1983 1.095\n", + "1960 1984 1.145\n", + "1961 1985 1.125\n", + "1962 1986 1.115\n", + "1963 1987 1.105\n", + "1964 1988 1.120\n", + "1965 1989 1.115\n", + "1966 1990 1.090\n", + "1967 1991 1.120\n", + "1968 1992 1.115\n", + "1969 1993 1.120\n", + "1970 1994 1.105\n", + "1971 1995 1.120\n", + "1972 1996 1.140\n", + "1973 1997 1.105\n", + "1974 1998 1.140\n", + "1975 1999 1.115\n", + "1976 2000 1.095\n", + "1977 2001 1.125\n", + "1978 2002 1.130\n", + "1979 2003 1.110\n", + "1980 2004 1.100\n", + "1981 2005 1.125\n", + "1982 2006 1.130\n", + "1983 2007 1.095\n", + "\n", + "[1984 rows x 2 columns]" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def extract_unique(dataframe):\n", + " unique = dataframe.index.unique()\n", + " list = []\n", + " for size in unique:\n", + " values = {}\n", + " time = liglab2_size_sorted.loc[dataframe.index == size, 'time'].min() \n", + " values['size'] = size\n", + " values['time'] = time\n", + " list.append(values)\n", + " return list\n", + " \n", + "#liglab2_min_data_class_a = extract_unique(liglab2_data_class_a)\n", + "liglab2_min_data_class_a = extract_unique(liglab2_size_sorted)\n", + "\n", + "liglab2_min_class_a = pd.DataFrame(liglab2_min_data_class_a)#.set_index('size').sort_index()\n", + "liglab2_min_class_a" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We reapply the logistic regression as previously: convert and reshape the packet size and time data for `X` and `Y` values, fit the regressor, predict the `Y` value and show a plot." + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#liglab2_min_class_a_X = liglab2_min_class_a.index.values.reshape(-1, 1)\n", + "liglab2_min_class_a_X = liglab2_min_class_a['size'].values.reshape(-1, 1)\n", + "liglab2_min_class_a_Y = liglab2_min_class_a['time'].values.reshape(-1, 1)\n", + "\n", + "lin_reg.fit(liglab2_min_class_a_X, liglab2_min_class_a_Y)\n", + "liglab2_min_class_a_Y_pred = lin_reg.predict(liglab2_min_class_a_X)\n", + "\n", + "plt.scatter(liglab2_min_class_a_X, liglab2_min_class_a_Y)\n", + "plt.plot(liglab2_min_class_a_X, liglab2_min_class_a_Y_pred, color='red')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now determine the `C` and `L` values for the minimum version of class **A**." + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.00033044542839782086\n", + "C = 3026218.292226174 B/s\n", + "L = 0.0003969024255265291 s\n" + ] + } + ], + "source": [ + "print(lin_reg.coef_[0][0])\n", + "liglab2_min_class_a_C = 1 / lin_reg.coef_[0][0]\n", + "liglab2_min_class_a_C_s = liglab2_min_class_a_C * 1000\n", + "\n", + "liglab2_min_class_a_L = lin_reg.intercept_[0]\n", + "liglab2_min_class_a_L_s = liglab2_min_class_a_L / 1000\n", + "\n", + "print(\"C = \" + str(liglab2_min_class_a_C_s) + \" B/s\")\n", + "print(\"L = \" + str(liglab2_min_class_a_L_s) + \" s\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And a more human compatable representation" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C = 2.8860266611348857 MB/s\n", + "L = 0.3969024255265291 ms\n" + ] + } + ], + "source": [ + "print(\"C = \" + str(liglab2_min_class_a_C_s / 1024 / 1024 ) + \" MB/s\")\n", + "print(\"L = \" + str(liglab2_min_class_a_L) + \" ms\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Quantile Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " QuantReg Regression Results \n", + "==============================================================================\n", + "Dep. Variable: time Pseudo R-squared: 0.4277\n", + "Model: QuantReg Bandwidth: 0.05182\n", + "Method: Least Squares Sparsity: 0.3243\n", + "Date: Wed, 17 Jun 2020 No. Observations: 1984\n", + "Time: 23:07:23 Df Residuals: 1982\n", + " Df Model: 1\n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "Intercept 0.3951 0.007 53.323 0.000 0.381 0.410\n", + "size 0.0004 6.36e-06 56.153 0.000 0.000 0.000\n", + "==============================================================================\n", + "\n", + "The condition number is large, 2.37e+03. This might indicate that there are\n", + "strong multicollinearity or other numerical problems.\n", + "0.3951253127510652\n" + ] + } + ], + "source": [ + "mod = smf.quantreg('time ~ size', liglab2_min_class_a)\n", + "res = mod.fit()\n", + "print(res.summary())\n", + "print(res.params['Intercept'])" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " q a b lb ub\n", + "0 0.05 0.487960 0.000131 0.000129 0.000132\n", + "1 0.15 0.493689 0.000134 0.000131 0.000137\n", + "2 0.25 0.495102 0.000140 0.000136 0.000143\n", + "3 0.35 0.493422 0.000147 0.000143 0.000152\n", + "4 0.45 0.476521 0.000185 0.000178 0.000191\n", + "5 0.55 0.410267 0.000356 0.000344 0.000367\n", + "6 0.65 0.437690 0.000354 0.000343 0.000365\n", + "7 0.75 0.466886 0.000349 0.000339 0.000358\n", + "8 0.85 0.486530 0.000353 0.000344 0.000361\n", + "9 0.95 0.505639 0.000359 0.000352 0.000366\n", + "{'a': 0.3969024255265286, 'b': 0.00033044542839782076, 'lb': 0.0003225227391466739, 'ub': 0.00033836811764896763}\n" + ] + } + ], + "source": [ + "quantiles = np.arange(.05, .96, .1)\n", + "def fit_model(q) :\n", + " res = mod.fit(q=q)\n", + " return [q, res.params['Intercept'], res.params['size']] + res.conf_int().loc['size'].tolist()\n", + "\n", + "models = [fit_model(x) for x in quantiles]\n", + "models = pd.DataFrame(models, columns=['q', 'a', 'b', 'lb', 'ub'])\n", + "\n", + "ols = smf.ols('time ~ size', liglab2_min_class_a).fit()\n", + "ols_ci = ols.conf_int().loc['size'].tolist()\n", + "ols = dict(a = ols.params['Intercept'],\n", + " b = ols.params['size'],\n", + " lb = ols_ci[0],\n", + " ub = ols_ci[1])\n", + "\n", + "print(models)\n", + "print(ols)" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x = np.arange(liglab2_min_class_a['size'].min(), liglab2_min_class_a['size'].max(), 50)\n", + "get_y = lambda a, b: a + b * x\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 6))\n", + "\n", + "for i in range(models.shape[0]):\n", + " y = get_y(models.a[i], models.b[i])\n", + " ax.plot(x, y, linestyle='dotted', color='grey')\n", + "\n", + "y = get_y(ols['a'], ols['b'])\n", + "\n", + "ax.plot(x, y, color='red', label='OLS')\n", + "ax.scatter(liglab2_min_class_a['size'], liglab2_min_class_a['time'], alpha=.2)\n", + "#ax.set_xlim((240, 3000))\n", + "#ax.set_ylim((240, 2000))\n", + "legend = ax.legend()\n", + "ax.set_xlabel('Size', fontsize=16)\n", + "ax.set_ylabel('Transmission time', fontsize=16);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, -- 2.18.1