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basnijholt avatar basnijholt commented on September 26, 2024

That's a lot of points 😅

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aeantipov avatar aeantipov commented on September 26, 2024

Must be some string concat? Or unlucky unsigned integer?

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aeantipov avatar aeantipov commented on September 26, 2024

Here's more :D
image
image
It is "78651020278296845758863217029700770326221603779977640765871788973614310400613279426033698870017979734910185675666927119788269706313682564536717660171807007783766186738624689387730793896417908717971868125777164901018876449284104385721655477357951619758806534705063716382740761857326818795477710649162477972728878141012567695641720763976908934176827793691378315926775972541014165657039591866446700102316918625710167777987787170627277498535682889137518725159511022977126462684168709541600171536460694072827105664271997527701084397469714366816621101496787594676818639728383897215750870595409804173438202703972341029173468941792868628648688784257510755070047964669010433940059149056998482568155740476807612823510960908698497798868891666935993778087847992079219397719210482789877427927773186587595830365679396930081887596949581557806939311807833186568172670177081191584838218117769093875673831109592578120812697098679754710079810581741052573117808952081781178887341198080987955699511128753699848017848768058000113199533904490878753118988065120678637855772947276785974599266821411036119161129977151071910476461023311739809684648845853382818826712881828399784476448631744191098024832280107890101779095751373998030727170267777811011067814682057630881011721822512052889991377789828411988922388286747882082046675741071987643100369640846811086657076298335700895757364734782001072982817437633176967060859271798951865359442289110411111079271050875317149696010324790068647476629595947039794096411087773377774102968343978882578530622681628304111397306811575631108672731085175768847768777007221776610914843184237468763284717576737683307176750166199255795472638636726372346194735661797485833284237647963563568371731871109698738010173836183497385783273488349755175137945711370436354758979717597691683767348747084647117745483358350741679387151101339585834181587391840584028122930279406258743387447582820952467618911781387946866467629004832072227365872483758374836074308049" :)

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jgukelberger avatar jgukelberger commented on September 26, 2024

Finally ran into this, too. The underlying issue is that the npoints value is quoted in the log files. It's hence parsed as a string, triggering string concatenation upon summing. Here is an example line from a log file:

{"event": "current status", "elapsed_time": "1:17:04.244039", "overhead": 4.308440128469426, "npoints": "112", "npoints/s": 0.02422145328719723, [...]}

Digging further, I think the root cause is that our custom learner class implicitly returns np.int64 numbers from its npoints property. While a direct json.dumps would immediately raise a TypeError for int64, structlog appears to "helpfully" mangle it into a string.

We'll fix the return type on our side of course, but it might also be a good idea to make the code here more robust - either by explicitly casting to int in _get_log_entry or by raising an error in parse_log_files when encountering a non-numeric type?

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aeantipov avatar aeantipov commented on September 26, 2024

What a dig, thanks! Do you think the date issue has the same origin?

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jgukelberger avatar jgukelberger commented on September 26, 2024

What a dig, thanks! Do you think the date issue has the same origin?

No, the datetime fields are already explicitly converted as far as I can see. Also I haven't personally encountered that issue. While for small negative start times I might conjecture a clock sync issue, a >1 day mismatch seems unlikely, so I really have no idea where that would come from.

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basnijholt avatar basnijholt commented on September 26, 2024

I just opened #226

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