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ma-sadeghi avatar ma-sadeghi commented on September 26, 2024 1

Indeed, but the information displayed is basically its shape, and the number of nonzeros. The ASCII representation I believe (if I'm not mistaken) is a generic fallback (it's not the exact sparsity pattern), hence no heavy computation was required in the first place.

I propose for sufficiently large matrices, where the display function eventually falls back to a generic ASCII after wasting so much compute (and frustrating the user), the display function is short-circuited to avoid this.

PS. All of this is based on my assumption that what we see in such cases is indeed a fallback.

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ViralBShah avatar ViralBShah commented on September 26, 2024

Try putting a ; at the end to suppress showing. I believe calculating the sparsity pattern for the display that is what is slowing things down.

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ma-sadeghi avatar ma-sadeghi commented on September 26, 2024

Try putting a ; at the end to suppress showing. I believe calculating the sparsity pattern for the display that is what is slowing things down.

Thanks for your reply. Yes, that works but I don't want to suppress the output. My point is that the display should be smart enough to handle these edge cases. As little and unimportant these issues are, they make for a bad user experience

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ViralBShah avatar ViralBShah commented on September 26, 2024

That is a very large matrix, and displaying it involves a fair bit of computation. There should hopefully be ways to compute it faster.

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dkarrasch avatar dkarrasch commented on September 26, 2024

I think what you see is your matrix. AFAIK there is no "generic show fallback" (what would it be?). The issue is that for very large matrices you can't have each entry be represented by pixel, so there needs to be some coarse-graining (the above mentioned "fair bit of computation") to decide which pixel should be plotted and which ones not.

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ViralBShah avatar ViralBShah commented on September 26, 2024

I assumed generic fallback meant showing just the size and nnz or just showing the first 5 entries or something that did not show the plot that we show right now.

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jishnub avatar jishnub commented on September 26, 2024

Perhaps a truncated version, where only the sparsity pattern of the corner blocks are displayed? This will match how large arrays are displayed.

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