Hi Dan,

The feature that existing CLI parsers are missing is a clean syntax
for specifying options on the second parameter (the "value"), where
there may be different options available depending on which you
choose.

For example:
https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/Adam
has `learning_rate`, `beta_1`, `beta_2`, `epsilon`, and `amsgrad`*
Whereas
https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/RMSprop
has `learning_rate`, `rho`, `momentum`, `epsilon`, `centered`*

*with clipnorm, clipvalue, decay hidden behind kwargs

So the question is how to expose this as CLI options. `--optimizer
Adam` is a good first step, but it should error if I try and give it
`momentum`. The comma syntax is my favourite so far.

I guess I'll just have to write a validator outside the CLI parser to
handle this…

Samuel Marks
Charity <https://sydneyscientific.org> | consultancy
<https://offscale.io> | open-source <https://github.com/offscale> |
LinkedIn <https://linkedin.com/in/samuelmarks>

On Fri, Oct 16, 2020 at 11:19 AM <2qdxy4rzwzuui...@potatochowder.com> wrote:
>
> On 2020-10-16 at 10:20:40 +1100,
> Cameron Simpson <c...@cskk.id.au> wrote:
>
> > On 16Oct2020 10:09, Samuel Marks <samuelma...@gmail.com> wrote:
> > >Yes it’s my module, and I’ve been using argparse
> > >https://github.com/SamuelMarks/ml-params
> > >
> > >No library I’ve found provides a solution to CLI argument parsing for my
> > >use-case.
>
> Out of curiosity, what do your command line interfaces require that
> argparse and other libraries don't have?
>
> Yes, if my only tool is a hammer, then every problem looks like a nail,
> but I've yet to have a requirement that the POSIX rules don't cover.
>
> > >So I’ll write one ...
>
> Been there.  Done that.  :-)
>
> > > [...] But what should it look like, syntactically and semantically?
>
> [...]
>
> > In particular, I would not invent yet another command line syntax.
>
> I agree.  The POSIX Utility Syntax and Guidelines:
>
>     https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1_chap12.html
>
> (I believe argparse supports a superset of the POSIX syntax.)
>
> I haven't found a definitive definition of GNU long options, only
> examples.
>
> HTH,
> Dan
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