Colt Allen

`_build_with_idata` will require modification: https://github.com/pymc-labs/pymc-marketing/blob/7dfa9558b307ee8618fcbc1c5b92b062c1a2dfa4/pymc_marketing/clv/models/basic.py#L200-L201 A conditional can be added for fit data, and if unavailable, it should be possible to instantiate a model with an empty dataframe if the...

> The load logic of MMM would break as it rebuilds the model upon load. Does clv not do that? May be best to do this in separate PRs for...

> [@ColtAllen](https://github.com/ColtAllen) , how do you expect this to work? There needs to be some data to build the model. Would there be a subset of the training data in...

CC'ing @ricardoV94 (he wrote this code).

Hey @williamjamir, I'm one of the developers for `pymc-marketing`, and we're currently exploring orchestration integrations. Can you share some more context around the spawn and forkserver params you used?

Thanks @williamjamir! I've created an issue for this in the `pymc` repo: https://github.com/pymc-devs/pymc/issues/7620 Another one of our developers has ran into similar issues using `polars`, which has a wonderful `RunTimeWarning`...

Speaking beyond `pymc`, I've encountered this same issue with flows getting stuck in the UI when using `RayTaskRunner`.

> [@ColtAllen](https://github.com/ColtAllen) > > Did you ever figure this out? I'm _just_ running into this issue and it's kind of holding everything up :( For `pymc`? Are you using MacOS...

> > > [@ColtAllen](https://github.com/ColtAllen) > > > Did you ever figure this out? I'm _just_ running into this issue and it's kind of holding everything up :( > > >...

I've a good idea of what's causing this, which I've summed up [here ](https://github.com/ColtAllen/btyd/issues/76 )and will be working on in the [`btyd` successor library](https://github.com/ColtAllen/btyd).