Gregory Nwosu comments

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                                            Gregory Nwosu

implement the FlatMap typeclass on Job. This allows Job to be used as a Kleisli/Reader

Yes please I will write the tests this weekend

Shortest path algorithms assume that vertex only have one edge between them

Understood, I think duplicating the function space is okay until the next major version. Another function could return a list of edges (lets call it an "EdgePath"). I naively think...

updated to use Datasets.

codacy is drunk, I need to put the import lower down in the file after the spark declaration. Please review.

NameError: name '_zmq' is not defined

``` from api.DWX_ZeroMQ_Connector_v2_0_1_RC8 import DWX_ZeroMQ_Connector _zmq = DWX_ZeroMQ_Connector(_verbose=False, _host="ip address of machine that has darwin expert assistant on") ```

BID/ASK prices are NOT being streamed into _zmq._Market_Data_DB

this is most likely a problem with configuration see [this troubleshooting video](https://www.youtube.com/watch?v=7aAsFZ_r5zU) to resolve

prompt_eval_count in api is broken

how can i disable prompt caching

`prompt_eval_count` disappears after repeated requests with same prompt

how does one disable prompt_caching

Dealing with missing values

what if users can only use specify monoidal types for record elements? Then the default is mempty. Sum and Product newtypes can be used as a simple way to specify...

Transferring to Async

Ive been looking at this and it seems that it affects everything, if you have an async thread you will need to have an async agent to run it from,...

Use uv or conda to manage python environment

please use uv rather than conda