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cristiprg / BDAPRO.GlobalStateML

This repository contains my solution to the project "Machine learning algorithms with global state" from the BDAPRO class at TU Berlin. (The repo is based on BDAPRO.WS1617)
Apache License 2.0
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Sometimes not all the values are stored in Redis on ibm-power #16

Open cristiprg opened 7 years ago

cristiprg commented 7 years ago

@jeyhunkarimov

Hi Jeyhun, I running a lot of benchmarks now and I found out that for some reason, some values are not stored in Redis if I run the program on the cluster. For example, I'm saving and retrieving a 1000x8 matrix and one random row (990 in this case) has just 4 values instead of 8.

Note that if I ask for the length of row 990 with llen 990, it returns 4, whereas if I ask for all the elements with lrange 990 0 -1, it returns 8 elements. Also all the values after that key are incorrect, so something must have gone wrong during saving to Redis, although no error was detected. On my laptop everything's fine.

Do you have any idea what/where should I look into?

EDIT Worth mentioning is that Redis server is running on ibm-power-1 and my program is running on ibm-power-2

127.0.0.1:6379> llen 989
(integer) 8
127.0.0.1:6379> lrange 989 0 -1
1) "5145.995803109027"
2) "5145.701488894355"
3) "5146.395465339231"
4) "5145.973978750283"
5) "5145.8774624465"
6) "5145.710474908979"
7) "5145.817464875089"
8) "5146.231733537445"
127.0.0.1:6379> llen 990
(integer) 4
127.0.0.1:6379> lrange 999 0 -1
1) "0.34293959229346305"
2) "0.21311144965290732"
3) "0.40242712464928465"
4) "1.0027214980507677"
5) "1.0731236089373157"
6) "0.7626618642375932"
7) "0.9598876817007572"
8) "0.18391395859362505"
127.0.0.1:6379> llen 991
(integer) 8
127.0.0.1:6379> lrange 991 0 -1
1) "0.7764298363725273"
2) "0.6659791195601454"
3) "0.9286715371846143"
4) "0.7791672916165489"
5) "0.19823077802394376"
6) "0.9332579587389996"
7) "0.9660773065703823"
8) "0.2531338123545287"
127.0.0.1:6379>
cristiprg commented 7 years ago

As an update to this issue, I discovered something very strange. I checked with redis-cli MONITOR all the incoming commands on the server and I saw this while trying to save a 1000x1000 matrix. So, the row 973 was successfully saved (I checked and there are 1000 rows, i.e. 1000 columns for row 973) and somewhere in the middle of saving row 974, everything stops. The commands after that come from the matrix-retrieving procedure.

1489518050.530569 [0 130.149.21.79:58864] "DEL" "973"
1489518050.530574 [0 130.149.21.79:58864] "RPUSH" "973" "5146.2129292328755"
1489518050.530582 [0 130.149.21.79:58864] "RPUSH" "973" "5146.0419882363085"
1489518050.530588 [0 130.149.21.79:58864] "RPUSH" "973" "5146.311053984253"
1489518050.530595 [0 130.149.21.79:58864] "RPUSH" "973" "5146.392640035961"
1489518050.530602 [0 130.149.21.79:58864] "RPUSH" "973" "5146.43286118402"
1489518050.530609 [0 130.149.21.79:58864] "RPUSH" "973" "5146.434736616853"
1489518050.530616 [0 130.149.21.79:58864] "RPUSH" "973" "5146.113049374878"
1489518050.530623 [0 130.149.21.79:58864] "RPUSH" "973" "5146.2981679162785"
1489518050.530629 [0 130.149.21.79:58864] "RPUSH" "973" "5145.936688705817"
1489518050.530636 [0 130.149.21.79:58864] "RPUSH" "973" "5145.713206436328"
1489518050.530643 [0 130.149.21.79:58864] "RPUSH" "973" "5146.519909433466"
1489518050.530650 [0 130.149.21.79:58864] "RPUSH" "973" "5146.090465842729"
1489518050.530657 [0 130.149.21.79:58864] "RPUSH" "973" "5145.816427315293"
1489518050.530664 [0 130.149.21.79:58864] "RPUSH" "973" "5146.17482065557"
1489518050.530671 [0 130.149.21.79:58864] "RPUSH" "973" "5145.99913466554"
1489518050.530677 [0 130.149.21.79:58864] "RPUSH" "973" "5145.967814955082"
1489518050.530684 [0 130.149.21.79:58864] "RPUSH" "973" "5146.333515598069"
1489518050.530691 [0 130.149.21.79:58864] "RPUSH" "973" "5146.080697279374"
1489518050.530697 [0 130.149.21.79:58864] "RPUSH" "973" "5146.638710294255"
1489518050.530704 [0 130.149.21.79:58864] "RPUSH" "973" "5145.890321117017"
1489518050.530711 [0 130.149.21.79:58864] "RPUSH" "973" "5145.854099014695"
1489518050.530718 [0 130.149.21.79:58864] "RPUSH" "973" "5146.124502832902"
1489518050.530724 [0 130.149.21.79:58864] "RPUSH" "973" "5146.078875397539"
1489518050.530731 [0 130.149.21.79:58864] "RPUSH" "973" "5145.681915059558"
1489518050.530738 [0 130.149.21.79:58864] "RPUSH" "973" "5146.1169220190195"
1489518050.530745 [0 130.149.21.79:58864] "RPUSH" "973" "5146.30221990032"
1489518050.530752 [0 130.149.21.79:58864] "RPUSH" "973" "5145.880214063153"
1489518050.530758 [0 130.149.21.79:58864] "RPUSH" "973" "5145.931048118622"
1489518050.530765 [0 130.149.21.79:58864] "RPUSH" "973" "5146.0248987331925"
1489518050.530772 [0 130.149.21.79:58864] "RPUSH" "973" "5146.385862288248"
1489518050.530779 [0 130.149.21.79:58864] "RPUSH" "973" "5146.412205929216"
1489518050.530786 [0 130.149.21.79:58864] "RPUSH" "973" "5145.915089608878"
1489518050.530793 [0 130.149.21.79:58864] "RPUSH" "973" "5146.601628519814"
1489518050.530799 [0 130.149.21.79:58864] "RPUSH" "973" "5145.974679285784"
1489518050.530806 [0 130.149.21.79:58864] "RPUSH" "973" "5145.749693007341"
1489518050.530813 [0 130.149.21.79:58864] "RPUSH" "973" "5146.622064733329"
1489518050.530819 [0 130.149.21.79:58864] "RPUSH" "973" "5146.360567219135"
1489518050.530826 [0 130.149.21.79:58864] "RPUSH" "973" "5146.274147571684"
1489518050.530832 [0 130.149.21.79:58864] "RPUSH" "973" "5146.124290534393"
1489518050.530839 [0 130.149.21.79:58864] "RPUSH" "973" "5145.698254960812"
1489518050.530846 [0 130.149.21.79:58864] "RPUSH" "973" "5146.097260796815"
1489518050.530852 [0 130.149.21.79:58864] "RPUSH" "973" "5146.336058294825"
1489518050.530859 [0 130.149.21.79:58864] "RPUSH" "973" "5146.193589978769"
1489518050.530865 [0 130.149.21.79:58864] "RPUSH" "973" "5145.811315058247"
1489518050.530872 [0 130.149.21.79:58864] "RPUSH" "973" "5146.033993067812"
1489518050.530879 [0 130.149.21.79:58864] "RPUSH" "973" "5146.4822635091705"
1489518050.530885 [0 130.149.21.79:58864] "RPUSH" "973" "5145.7630719550025"
1489518050.530892 [0 130.149.21.79:58864] "RPUSH" "973" "5146.485944482476"
1489518050.530899 [0 130.149.21.79:58864] "RPUSH" "973" "5146.321394693488"
1489518050.530905 [0 130.149.21.79:58864] "RPUSH" "973" "5146.030154725997"
1489518050.530912 [0 130.149.21.79:58864] "RPUSH" "973" "5146.623967911502"
1489518050.530919 [0 130.149.21.79:58864] "RPUSH" "973" "5145.942783039954"
1489518050.530925 [0 130.149.21.79:58864] "RPUSH" "973" "5146.133005882934"
1489518050.530932 [0 130.149.21.79:58864] "RPUSH" "973" "5146.239703903757"
1489518050.530939 [0 130.149.21.79:58864] "RPUSH" "973" "5145.85487936813"
1489518050.530945 [0 130.149.21.79:58864] "RPUSH" "973" "5145.851084040297"
1489518050.530952 [0 130.149.21.79:58864] "RPUSH" "973" "5145.976480478821"
1489518050.530959 [0 130.149.21.79:58864] "RPUSH" "973" "5146.609904906654"
1489518050.530965 [0 130.149.21.79:58864] "RPUSH" "973" "5146.275783713138"
1489518050.530972 [0 130.149.21.79:58864] "RPUSH" "973" "5146.191850351736"
1489518050.530979 [0 130.149.21.79:58864] "RPUSH" "973" "5146.3890645515685"
1489518050.530986 [0 130.149.21.79:58864] "RPUSH" "973" "5146.266711341932"
1489518050.530993 [0 130.149.21.79:58864] "RPUSH" "973" "5145.7401263609845"
1489518050.531000 [0 130.149.21.79:58864] "RPUSH" "973" "5146.6205024800565"
1489518050.531006 [0 130.149.21.79:58864] "RPUSH" "973" "5145.88517784606"
1489518050.531013 [0 130.149.21.79:58864] "RPUSH" "973" "5146.205074881832"
1489518050.531020 [0 130.149.21.79:58864] "RPUSH" "973" "5146.604018427097"
1489518050.531026 [0 130.149.21.79:58864] "RPUSH" "973" "5145.816779670092"
1489518050.531033 [0 130.149.21.79:58864] "RPUSH" "973" "5145.880371750315"
1489518050.531039 [0 130.149.21.79:58864] "RPUSH" "973" "5146.574445079974"
1489518050.531046 [0 130.149.21.79:58864] "RPUSH" "973" "5146.021130777565"
1489518050.531053 [0 130.149.21.79:58864] "RPUSH" "973" "5146.314458259053"
1489518050.531059 [0 130.149.21.79:58864] "RPUSH" "973" "5146.328632751426"
1489518050.531066 [0 130.149.21.79:58864] "RPUSH" "973" "5146.030100626422"
1489518050.531072 [0 130.149.21.79:58864] "RPUSH" "973" "5146.677694279798"
1489518050.531079 [0 130.149.21.79:58864] "RPUSH" "973" "5146.214604827327"
1489518050.531085 [0 130.149.21.79:58864] "RPUSH" "973" "5145.9789459085905"
1489518050.531092 [0 130.149.21.79:58864] "RPUSH" "973" "5146.411938793548"
1489518050.531099 [0 130.149.21.79:58864] "RPUSH" "973" "5146.2040871720865"
1489518050.531105 [0 130.149.21.79:58864] "RPUSH" "973" "5146.003463217338"
1489518050.531112 [0 130.149.21.79:58864] "RPUSH" "973" "5146.482227454638"
1489518050.531119 [0 130.149.21.79:58864] "RPUSH" "973" "5146.657858365413"
1489518050.531125 [0 130.149.21.79:58864] "RPUSH" "973" "5145.777810556567"
1489518050.531132 [0 130.149.21.79:58864] "RPUSH" "973" "5146.4197088738"
1489518050.531138 [0 130.149.21.79:58864] "RPUSH" "973" "5146.061182126791"
1489518050.531145 [0 130.149.21.79:58864] "RPUSH" "973" "5145.91062883011"
1489518050.531151 [0 130.149.21.79:58864] "RPUSH" "973" "5146.367223457269"
1489518050.531158 [0 130.149.21.79:58864] "RPUSH" "973" "5145.945685268497"
1489518050.531164 [0 130.149.21.79:58864] "RPUSH" "973" "5146.093334873448"
1489518050.531171 [0 130.149.21.79:58864] "RPUSH" "973" "5146.235146269475"
1489518050.531178 [0 130.149.21.79:58864] "RPUSH" "973" "5146.6562288532205"
1489518050.531184 [0 130.149.21.79:58864] "RPUSH" "973" "5146.03337134035"
1489518050.531191 [0 130.149.21.79:58864] "RPUSH" "973" "5145.751432880314"
1489518050.531197 [0 130.149.21.79:58864] "RPUSH" "973" "5146.22723473993"
1489518050.531204 [0 130.149.21.79:58864] "RPUSH" "973" "5145.937172892326"
1489518050.531211 [0 130.149.21.79:58864] "RPUSH" "973" "5146.618210646718"
1489518050.531217 [0 130.149.21.79:58864] "RPUSH" "973" "5145.795608636385"
1489518050.531223 [0 130.149.21.79:58864] "RPUSH" "973" "5146.065658990617"
1489518050.531231 [0 130.149.21.79:58864] "RPUSH" "973" "5146.162539431135"
1489518050.531237 [0 130.149.21.79:58864] "RPUSH" "973" "5145.822566114436"
1489518050.531244 [0 130.149.21.79:58864] "RPUSH" "973" "5145.71814017857"
1489518050.531250 [0 130.149.21.79:58864] "RPUSH" "973" "5146.235772986056"
1489518050.531257 [0 130.149.21.79:58864] "RPUSH" "973" "5145.905592559195"
1489518050.531263 [0 130.149.21.79:58864] "RPUSH" "973" "5146.005447542785"
1489518050.531270 [0 130.149.21.79:58864] "RPUSH" "973" "5145.704340117263"
1489518050.531276 [0 130.149.21.79:58864] "RPUSH" "973" "5146.23623589542"
1489518050.531283 [0 130.149.21.79:58864] "RPUSH" "973" "5146.195939826214"
1489518050.531289 [0 130.149.21.79:58864] "RPUSH" "973" "5146.476290885281"
1489518050.531296 [0 130.149.21.79:58864] "RPUSH" "973" "5146.292050166441"
1489518050.531302 [0 130.149.21.79:58864] "RPUSH" "973" "5146.069485229054"
1489518050.531309 [0 130.149.21.79:58864] "RPUSH" "973" "5146.068059762388"
1489518050.531315 [0 130.149.21.79:58864] "RPUSH" "973" "5146.257951952029"
1489518050.531322 [0 130.149.21.79:58864] "RPUSH" "973" "5146.187413381159"
1489518050.531328 [0 130.149.21.79:58864] "RPUSH" "973" "5146.212164751158"
1489518050.531335 [0 130.149.21.79:58864] "RPUSH" "973" "5146.189156761574"
1489518050.531341 [0 130.149.21.79:58864] "RPUSH" "973" "5146.25770971307"
1489518050.531348 [0 130.149.21.79:58864] "RPUSH" "973" "5146.426041427526"
1489518050.531354 [0 130.149.21.79:58864] "RPUSH" "973" "5146.063462437027"
1489518050.531361 [0 130.149.21.79:58864] "RPUSH" "973" "5146.11727749357"
1489518050.531367 [0 130.149.21.79:58864] "RPUSH" "973" "5146.084957082534"
1489518050.531374 [0 130.149.21.79:58864] "RPUSH" "973" "5145.956389735212"
1489518050.531380 [0 130.149.21.79:58864] "RPUSH" "973" "5146.57732156583"
1489518050.531387 [0 130.149.21.79:58864] "RPUSH" "973" "5146.581442909242"
1489518050.531393 [0 130.149.21.79:58864] "RPUSH" "973" "5146.540389848884"
1489518050.531400 [0 130.149.21.79:58864] "RPUSH" "973" "5145.766098490704"
1489518050.531406 [0 130.149.21.79:58864] "RPUSH" "973" "5145.898746000666"
1489518050.531413 [0 130.149.21.79:58864] "RPUSH" "973" "5146.67262020999"
1489518050.531419 [0 130.149.21.79:58864] "RPUSH" "973" "5146.493887794877"
1489518050.531426 [0 130.149.21.79:58864] "RPUSH" "973" "5145.872252895902"
1489518050.531432 [0 130.149.21.79:58864] "RPUSH" "973" "5146.34492828528"
1489518050.531439 [0 130.149.21.79:58864] "RPUSH" "973" "5145.9876796326325"
1489518050.531445 [0 130.149.21.79:58864] "RPUSH" "973" "5146.466913876129"
1489518050.531452 [0 130.149.21.79:58864] "RPUSH" "973" "5145.852961404509"
1489518050.531458 [0 130.149.21.79:58864] "RPUSH" "973" "5145.9986872007175"
1489518050.531465 [0 130.149.21.79:58864] "RPUSH" "973" "5146.578051179604"
1489518050.531472 [0 130.149.21.79:58864] "RPUSH" "973" "5145.740141071511"
1489518050.531478 [0 130.149.21.79:58864] "RPUSH" "973" "5146.110345907364"
1489518050.531485 [0 130.149.21.79:58864] "RPUSH" "973" "5146.514709294275"
1489518050.531491 [0 130.149.21.79:58864] "RPUSH" "973" "5146.020616696322"
1489518050.531497 [0 130.149.21.79:58864] "RPUSH" "973" "5146.218148784418"
1489518050.531504 [0 130.149.21.79:58864] "RPUSH" "973" "5145.723983007479"
1489518050.531510 [0 130.149.21.79:58864] "RPUSH" "973" "5146.478346215056"
1489518050.531517 [0 130.149.21.79:58864] "RPUSH" "973" "5146.050442723993"
1489518050.531523 [0 130.149.21.79:58864] "RPUSH" "973" "5146.600413741178"
1489518050.531530 [0 130.149.21.79:58864] "RPUSH" "973" "5146.579031396076"
1489518050.531536 [0 130.149.21.79:58864] "RPUSH" "973" "5145.802228283179"
1489518050.531542 [0 130.149.21.79:58864] "RPUSH" "973" "5145.973280737969"
1489518050.531550 [0 130.149.21.79:58864] "RPUSH" "973" "5146.631452890216"
1489518050.531556 [0 130.149.21.79:58864] "RPUSH" "973" "5146.434724781336"
1489518050.531563 [0 130.149.21.79:58864] "RPUSH" "973" "5146.197711871178"
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1489518050.531582 [0 130.149.21.79:58864] "RPUSH" "973" "5145.736606065545"
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1489518050.531595 [0 130.149.21.79:58864] "RPUSH" "973" "5145.818583272841"
1489518050.531601 [0 130.149.21.79:58864] "RPUSH" "973" "5146.156102118335"
1489518050.531608 [0 130.149.21.79:58864] "RPUSH" "973" "5146.269822907708"
1489518050.531614 [0 130.149.21.79:58864] "RPUSH" "973" "5145.719523517589"
1489518050.531621 [0 130.149.21.79:58864] "RPUSH" "973" "5146.177132861688"
1489518050.531627 [0 130.149.21.79:58864] "RPUSH" "973" "5145.937352785954"
1489518050.531633 [0 130.149.21.79:58864] "RPUSH" "973" "5146.201000964138"
1489518050.531640 [0 130.149.21.79:58864] "RPUSH" "973" "5146.409462485342"
1489518050.531646 [0 130.149.21.79:58864] "RPUSH" "973" "5146.233159660726"
1489518050.531653 [0 130.149.21.79:58864] "RPUSH" "973" "5146.38421662566"
1489518050.531659 [0 130.149.21.79:58864] "RPUSH" "973" "5146.662655497202"
1489518050.531666 [0 130.149.21.79:58864] "RPUSH" "973" "5146.2224761677335"
1489518050.531672 [0 130.149.21.79:58864] "RPUSH" "973" "5145.760867595288"
1489518050.531679 [0 130.149.21.79:58864] "RPUSH" "973" "5146.579151011666"
1489518050.531685 [0 130.149.21.79:58864] "RPUSH" "973" "5145.796798481854"
1489518050.531694 [0 130.149.21.79:58864] "RPUSH" "973" "5145.979679203136"
1489518050.531700 [0 130.149.21.79:58864] "RPUSH" "973" "5146.602470289959"
1489518050.531707 [0 130.149.21.79:58864] "RPUSH" "973" "5146.645469303533"
1489518050.531713 [0 130.149.21.79:58864] "RPUSH" "973" "5146.093342320978"
1489518050.531719 [0 130.149.21.79:58864] "RPUSH" "973" "5146.6705902228905"
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1489518050.548074 [0 130.149.21.79:58866] "GET" "nrRows"
1489518050.548088 [0 130.149.21.79:58866] "GET" "nrCols"
1489518050.692335 [0 130.149.21.79:58868] "LRANGE" "0" "0" "999"
1489518050.692644 [0 130.149.21.79:58868] "LRANGE" "1" "0" "999"
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1489518050.698368 [0 130.149.21.79:58868] "LRANGE" "13" "0" "999"
1489518050.698841 [0 130.149.21.79:58868] "LRANGE" "14" "0" "999"
1489518050.699315 [0 130.149.21.79:58868] "LRANGE" "15" "0" "999"
1489518050.699793 [0 130.149.21.79:58868] "LRANGE" "16" "0" "999"
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1489518050.703142 [0 130.149.21.79:58868] "LRANGE" "23" "0" "999"
1489518050.703616 [0 130.149.21.79:58868] "LRANGE" "24" "0" "999"
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1489518050.704597 [0 130.149.21.79:58868] "LRANGE" "26" "0" "999"
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1489518050.706520 [0 130.149.21.79:58868] "LRANGE" "30" "0" "999"
1489518050.707002 [0 130.149.21.79:58868] "LRANGE" "31" "0" "999"
1489518050.707482 [0 130.149.21.79:58868] "LRANGE" "32" "0" "999"
1489518050.707966 [0 130.149.21.79:58868] "LRANGE" "33" "0" "999"
1489518050.708445 [0 130.149.21.79:58868] "LRANGE" "34" "0" "999"
cristiprg commented 7 years ago

So, I found the fix for this in this commit [1]. Phew ...

[1] https://github.com/cristiprg/BDAPRO.GlobalStateML/commit/c9098000aad7acc796c9f06dbf126d68b872f604

cristiprg commented 7 years ago

However, I found out interesting things about jedis and redis while working on this issue