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facebookexperimental / Robyn

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
https://facebookexperimental.github.io/Robyn/
MIT License
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Issue creating one pagers either through robyn_outputs or onepager() #921

Closed zivzach closed 2 months ago

zivzach commented 4 months ago

Project Robyn

Describe issue

I'm able to follow the demo.r script up until the point where you use the robyn_outputs function to produce one pagers. It writes every file except the one pagers. Even if I ignore this function in the demo and try to spit out a one-pager using the onepager() function, my Rstudio instance continues to run for hours with no end in sight until I interrupt the session and it crashes. At first, I was able to get it to run by installing the rngtools and foreach libraries, but now it is spinning out again. Is it possible that robyn has additional library requirements that are not mentioned in the requirements?

Provide reproducible example

This section of code is where I get stuck. My dataset is different with many zeroes throughout.

OutputCollect <- robyn_outputs(

InputCollect, OutputModels,

pareto_fronts = "auto"

min_candidates = 100

calibration_constraint = 0.1,

csv_out = "pareto"

clusters = TRUE

export = create_files

plot_folder = robyn_directory

plot_pareto = create_files

)

print(OutputCollect)

Environment & Robyn version

Robyn Version 3.10.3 R Versions 4.3.2

ebyjose commented 4 months ago

Ideally, if you are able to run the outputs. The package requirements should have been met. Can you please share the OS you are using. If using windows, can you also take a look at the log file which is generated and stored on your HDD.

zivzach commented 2 months ago

Repeating the above with more memory allocation stopped the above error