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Xtra-Computing / FedTree

A tree-based federated learning system (MLSys 2023)
https://fedtree.readthedocs.io/en/latest/index.html
Apache License 2.0
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Unsupported CSV format #41

Closed henrydrp10 closed 1 year ago

henrydrp10 commented 1 year ago

Hello,

For some reason I am getting unsupported CSV format, is there anything I might have missed? I am trying to run the first of the 4 distributed parties. My test dataset and my train partitions share the same format, so I don't know what might be happening:

henry:FedTree$ ./build/bin/FedTree-distributed-server ./examples/henry/fd001_server.conf 2022-08-02 15:57:33,024 INFO distributed_server.cpp:1616 : server init completed.

in another terminal tab: henry:FedTree$ ./build/bin/FedTree-distributed-party ./examples/henry/fd001_party0.conf 0 unsupported csv format

CSV files:

test.csv id y x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 0 112 642.58 1581.22 1398.91 554.42 2388.08 47.23 521.79 2388.06 8.4024 393 38.81 23.3552 1 98 642.55 1586.59 1410.83 553.52 2388.1 47.67 521.74 2388.09 8.4505 391 38.81 23.2618 2 69 642.88 1589.75 1418.89 552.59 2388.16 47.88 520.83 2388.14 8.4119 395 38.93 23.274 3 82 642.78 1594.53 1406.88 552.64 2388.13 47.65 521.88 2388.11 8.4634 395 38.58 23.2581 4 91 642.27 1589.94 1419.36 553.29 2388.1 47.46 521.0 2388.15 8.4362 394 38.75 23.4117 5 93 643.05 1586.94 1404.49 553.73 2388.14 47.51 521.56 2388.15 8.4452 393 38.91 23.3269 6 91 642.1 1589.59 1413.57 553.42 2388.04 47.32 522.32 2388.07 8.4028 393 38.91 23.2763

party0.csv id y x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 479 178 642.04 1584.2 1398.13 553.96 2388.06 47.14 522.24 2388.0 8.4207 391 38.96 23.3205 480 177 642.66 1587.04 1398.62 554.76 2388.05 47.35 522.03 2388.01 8.3949 390 39.07 23.4369 481 176 642.07 1580.75 1401.1 554.51 2388.03 46.94 522.16 2388.01 8.382 393 39.03 23.3162 482 175 642.5 1580.12 1395.76 554.48 2388.07 47.44 522.31 2388.07 8.394 391 38.94 23.4901 483 174 641.97 1581.48 1394.05 554.14 2388.01 47.16 522.0 2388.03 8.4233 391 38.9 23.419 484 173 642.65 1581.26 1397.98 554.86 2388.08 47.12 522.58 2388.08 8.4126 392 39.04 23.4656 485 172 642.62 1583.68 1405.76 554.29 2388.06 47.26 522.08 2388.01 8.4369 393 39.03 23.4051

QinbinLi commented 1 year ago

Hi @henrydrp10 ,

Can you use comma to separate values instead of space and try again? Note that CSV is for Comma-Sperated Values. Thanks!

henrydrp10 commented 1 year ago

Thank you!