alibaba / alibaba/EasyTransfer

tensorflow.python.framework.errors_impl.InvalidArgumentError: [[{{node DecodeCSV}}]] [[IteratorGetNext]]

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Python
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Description

脚本报错:
tensorflow.python.framework.errors_impl.InvalidArgumentError: Expect 4 fields but have 3 in record 0
[[{{node DecodeCSV}}]]
[[IteratorGetNext]]
NLP中csv转TFRecord,train转正常, dev转失败,为0kb。
https://github.com/livingbody/EasyTransfer/tree/master/scripts/%E5%A4%A9%E6%B1%A0%E5%A4%A7%E8%B5%9B%E4%B8%93%E5%8C%BA

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Research direction

Inspect the scripts/天池大赛专区 directory linked in the issue and trace the dev CSV-to-TFRecord entry point. Reproduce the DecodeCSV failure and compare the dev record fields with the expected four-field format. Done means dev conversion completes without the field-count error and produces a non-empty TFRecord.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
data-engineering, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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