Present Enbridge implementation - https://mqidentity-my.sharepoint.com/:w:/g/personal/nkhadri_atomiton_com/ERo7AJWT0rNIv78t_72XPNwBBAANUTov0WtpikAcFRcvaQ?e=kOP3oE
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7th May 2021
Config files:
present ini: Using Python builtin
configparser
module - without nested section and list… I have written lot of code to overcome these limitationsConfigObj - third party: very similar to present ini, with minor syntax. This has nested and list features. Easy to generalize the config file.
JSON, XML - known to developer fraternity, but may not except layman. As config could be edited from operation and customer itself(not now, but sometime later)
Hydra.cc from Facebook - takes YAML as input bit has lot of features. With logging, debugging, and even it can change the config in command line.. It's way too powerful, the question is do we even need these complexities?
Config parser eg:
Code Block | ||
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keyword1 = value1
keyword2 = value2
[section 1]
# with value as list
keyword1 = value1, value2, value3
keyword2 = value2
# Sub section
[[sub-section]]
# this is in section 1
keyword1 = value1
keyword2 = value2
[[[nested section]]]
# this is in sub section
keyword1 = value1
keyword2 = value2
[[sub-section2]]
# this is in section 1 again
keyword1 = value1
keyword2 = value2
[section 2]
keyword1 = value1
keyword2 = value2 |
So easy to access the values.
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6th May 2021:
After defining the reusable functions, what else is needed for DAS users to implement feature engineering.
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