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Output logs in JSON format #1

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ekzhu opened this issue Oct 10, 2020 · 1 comment
Closed

Output logs in JSON format #1

ekzhu opened this issue Oct 10, 2020 · 1 comment
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enhancement New feature or request

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@ekzhu
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ekzhu commented Oct 10, 2020

Currently logs are produced in Tab-separated row format. Consider JSON log format because:

  1. Easier interpolation with log analysis tools such as Elasticsearch/Logstash
  2. JSON is typed, better for parsing in Python
  3. Easier to combine log output from different future versions due to log schema change -- JSON schema is not position sensitive like the current format.
  4. Model configuration is already dumped in JSON.
@ekzhu ekzhu added the enhancement New feature or request label Oct 10, 2020
@sonichi
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sonichi commented Oct 12, 2020

related module:
automl.retrain_from_log, get_estimator_from_log, fit
util.get_output_from_log, save_info_helper
search.evaluate_proposed_config, train_config

ekzhu added a commit that referenced this issue Oct 24, 2020
@ekzhu
#1 draft class for training log
22c14c2
@ekzhu ekzhu mentioned this issue Nov 6, 2020
Merged
@sonichi sonichi closed this as completed Nov 21, 2020
skzhang1 added a commit that referenced this issue Jul 26, 2022
@skzhang1
Merge pull request #1 from microsoft/main
b66930e 
update
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@ekzhu @sonichi