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MichaelHatherly avatar MichaelHatherly commented on June 24, 2024 2

@goerz had some of the logging extensions in https://github.com/JuliaLogging/LoggingExtras.jl not covered your needs for that kind of thing? Yes, they won't capture the output of print/println, but if you're in control of the source of the logging then maybe just using a logger is the appropriate way to do this. IOCapture was always meant to be a very small self-contained module to do just the one thing.

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goerz avatar goerz commented on June 24, 2024 2

These optimizations also use logging at all levels, which is separate from the information printed to stdout: I want the Info prefix in the logging output, but not in every line of the printed output. Moreover, the printed output is potentially generated by user code, since it's an extensible framework where people can pass their own optimizer.

I sympathize with wanting to keep IOCapture small. Quite honestly, if I was maintaining IOCapture, I'd probably pass on adding the FirstLastBuffer (but I just wanted to put it out there).

On the other hand, adding a hidden or official option to replace the internal IOBuffer is pretty minimal. To be specific, I opened alternative PRs #22 and #23. It would be great if you'd consider either one of these. Otherwise, I'd have to copy over the entire capture function into my code. That works for me, too, but it feels like a shame to have the duplication.

(And I absolutely acknowledge I'm abusing IOCapture for something it wasn't really intended for)

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goerz avatar goerz commented on June 24, 2024

Oh, and just to clarify what kind of output the take! for FirstLastBuffer produces, with an example:

Using FirstLastBuffer(1024) (keep the first and last kB) in the context of an example from QuantumControl, an optimization that would normally capture the output

 iter.        J_T   ∫gₐ(t)dt          J       ΔJ_T         ΔJ    secs
     0   1.06e-01   0.00e+00   1.06e-01        n/a        n/a     2.2
     1   7.44e-02   1.58e-02   9.01e-02  -3.15e-02  -1.57e-02     4.6
     2   7.37e-02   3.52e-04   7.40e-02  -7.03e-04  -3.52e-04     3.4
     3   7.30e-02   3.33e-04   7.33e-02  -6.65e-04  -3.32e-04     3.4
     4   7.24e-02   3.15e-04   7.27e-02  -6.29e-04  -3.14e-04     3.4
     5   7.18e-02   2.99e-04   7.21e-02  -5.97e-04  -2.98e-04     3.4
     6   7.12e-02   2.84e-04   7.15e-02  -5.68e-04  -2.84e-04     3.4
     7   7.07e-02   2.71e-04   7.09e-02  -5.41e-04  -2.71e-04     3.4
     8   7.02e-02   2.59e-04   7.04e-02  -5.17e-04  -2.58e-04     3.3
     9   6.97e-02   2.48e-04   6.99e-02  -4.95e-04  -2.48e-04     3.3
    10   6.92e-02   2.38e-04   6.94e-02  -4.76e-04  -2.38e-04     3.3
    11   6.87e-02   2.29e-04   6.90e-02  -4.59e-04  -2.29e-04     3.3
    12   6.83e-02   2.22e-04   6.85e-02  -4.44e-04  -2.22e-04     3.5
    13   6.79e-02   2.17e-04   6.81e-02  -4.33e-04  -2.16e-04     3.3
    14   6.74e-02   2.13e-04   6.76e-02  -4.26e-04  -2.13e-04     3.4
    15   6.70e-02   2.11e-04   6.72e-02  -4.23e-04  -2.11e-04     3.3
    16   6.66e-02   2.13e-04   6.68e-02  -4.25e-04  -2.13e-04     3.3
    17   6.61e-02   2.18e-04   6.64e-02  -4.35e-04  -2.18e-04     3.5
    18   6.57e-02   2.28e-04   6.59e-02  -4.55e-04  -2.27e-04     3.4
    19   6.52e-02   2.44e-04   6.54e-02  -4.89e-04  -2.44e-04     3.4
    20   6.47e-02   2.71e-04   6.49e-02  -5.42e-04  -2.71e-04     3.4
    21   6.40e-02   3.13e-04   6.43e-02  -6.26e-04  -3.13e-04     3.4
    22   6.33e-02   3.79e-04   6.37e-02  -7.57e-04  -3.78e-04     3.4
    23   6.23e-02   4.82e-04   6.28e-02  -9.63e-04  -4.81e-04     3.4
    24   6.10e-02   6.47e-04   6.17e-02  -1.29e-03  -6.46e-04     3.4
    25   5.92e-02   9.10e-04   6.01e-02  -1.82e-03  -9.09e-04     3.4
    26   5.66e-02   1.30e-03   5.79e-02  -2.61e-03  -1.30e-03     3.5
    27   5.30e-02   1.79e-03   5.48e-02  -3.58e-03  -1.79e-03     3.4
    28   4.87e-02   2.14e-03   5.09e-02  -4.28e-03  -2.14e-03     3.5
    29   4.47e-02   2.04e-03   4.67e-02  -4.08e-03  -2.04e-03     3.6
    30   4.16e-02   1.54e-03   4.31e-02  -3.07e-03  -1.53e-03     3.4
    31   3.96e-02   1.02e-03   4.06e-02  -2.02e-03  -1.01e-03     3.5
    32   3.82e-02   6.66e-04   3.89e-02  -1.33e-03  -6.61e-04     3.4
    33   3.73e-02   4.68e-04   3.78e-02  -9.33e-04  -4.65e-04     3.4
    34   3.66e-02   3.57e-04   3.69e-02  -7.10e-04  -3.54e-04     3.3
    35   3.60e-02   2.89e-04   3.63e-02  -5.77e-04  -2.87e-04     3.5
    36   3.55e-02   2.47e-04   3.58e-02  -4.92e-04  -2.45e-04     3.3
    37   3.51e-02   2.20e-04   3.53e-02  -4.37e-04  -2.18e-04     3.4
    38   3.47e-02   2.02e-04   3.49e-02  -4.02e-04  -2.00e-04     3.6
    39   3.43e-02   1.91e-04   3.45e-02  -3.81e-04  -1.89e-04     3.4
    40   3.39e-02   1.85e-04   3.41e-02  -3.68e-04  -1.83e-04     3.4
    41   3.36e-02   1.82e-04   3.37e-02  -3.62e-04  -1.80e-04     3.4
    42   3.32e-02   1.80e-04   3.34e-02  -3.59e-04  -1.79e-04     3.4
    43   3.28e-02   1.80e-04   3.30e-02  -3.58e-04  -1.78e-04     3.3
    44   3.25e-02   1.80e-04   3.27e-02  -3.59e-04  -1.78e-04     3.4
    45   3.21e-02   1.81e-04   3.23e-02  -3.60e-04  -1.79e-04     3.6
    46   3.18e-02   1.82e-04   3.19e-02  -3.62e-04  -1.80e-04     3.6
    47   3.14e-02   1.83e-04   3.16e-02  -3.64e-04  -1.81e-04     3.5
    48   3.10e-02   1.84e-04   3.12e-02  -3.65e-04  -1.82e-04     3.5
    49   3.07e-02   1.85e-04   3.09e-02  -3.68e-04  -1.83e-04     3.4
    50   3.03e-02   1.86e-04   3.05e-02  -3.70e-04  -1.84e-04     3.3

now captures the output

 iter.        J_T   ∫gₐ(t)dt          J       ΔJ_T         ΔJ    secs
     0   1.06e-01   0.00e+00   1.06e-01        n/a        n/a     2.2
     1   7.44e-02   1.58e-02   9.01e-02  -3.15e-02  -1.57e-02     4.6
     2   7.37e-02   3.52e-04   7.40e-02  -7.03e-04  -3.52e-04     3.4
     3   7.30e-02   3.33e-04   7.33e-02  -6.65e-04  -3.32e-04     3.4
     4   7.24e-02   3.15e-04   7.27e-02  -6.29e-04  -3.14e-04     3.4
     5   7.18e-02   2.99e-04   7.21e-02  -5.97e-04  -2.98e-04     3.4
     6   7.12e-02   2.84e-04   7.15e-02  -5.68e-04  -2.84e-04     3.4
     7   7.07e-02   2.71e-04   7.09e-02  -5.41e-04  -2.71e-04     3.4
     8   7.02e-02   2.59e-04   7.04e-02  -5.17e-04  -2.58e-04     3.3
     9   6.97e-02   2.48e-04   6.99e-02  -4.95e-04  -2.48e-04     3.3
    10   6.92e-02   2.38e-04   6.94e-02  -4.76e-04  -2.38e-04     3.3
    11   6.87e-02   2.29e-04   6.90e-02  -4.59e-04  -2.29e-04     3.3
    12   6.83e-02   2.22e-04   6.85e-02  -4.44e-04  -2.22e-04     3.5
    13   6.79e-02   2.17e-04   6.81e-0…
…04   3.58e-02  -4.92e-04  -2.45e-04     3.3
    37   3.51e-02   2.20e-04   3.53e-02  -4.37e-04  -2.18e-04     3.4
    38   3.47e-02   2.02e-04   3.49e-02  -4.02e-04  -2.00e-04     3.6
    39   3.43e-02   1.91e-04   3.45e-02  -3.81e-04  -1.89e-04     3.4
    40   3.39e-02   1.85e-04   3.41e-02  -3.68e-04  -1.83e-04     3.4
    41   3.36e-02   1.82e-04   3.37e-02  -3.62e-04  -1.80e-04     3.4
    42   3.32e-02   1.80e-04   3.34e-02  -3.59e-04  -1.79e-04     3.4
    43   3.28e-02   1.80e-04   3.30e-02  -3.58e-04  -1.78e-04     3.3
    44   3.25e-02   1.80e-04   3.27e-02  -3.59e-04  -1.78e-04     3.4
    45   3.21e-02   1.81e-04   3.23e-02  -3.60e-04  -1.79e-04     3.6
    46   3.18e-02   1.82e-04   3.19e-02  -3.62e-04  -1.80e-04     3.6
    47   3.14e-02   1.83e-04   3.16e-02  -3.64e-04  -1.81e-04     3.5
    48   3.10e-02   1.84e-04   3.12e-02  -3.65e-04  -1.82e-04     3.5
    49   3.07e-02   1.85e-04   3.09e-02  -3.68e-04  -1.83e-04     3.4
    50   3.03e-02   1.86e-04   3.05e-02  -3.70e-04  -1.84e-04     3.3

In reality, I wouldn't have stopped the optimization after 50 iterations, but it would keep going for many thousands iterations (even millions, although not for problems that take 3.5 seconds per iteration).

I'd probably post-process that captured output a little bit more and remove the two partial lines (replacing them with a single line). But even without that, I'm pretty happy with the "truncated" captured output, and it's something I'd archive in a JLD file together with the optimization result.

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