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Hello All. Hope you are doing well. I am a software developer (precisely python developer) and new t...
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m
Hello All. Hope you are doing well. I am a software developer (precisely python developer) and new to the domain of ML. During the journey, i encountered an error while applying flyte for workflow. i am working with spacy and at first it was just one file without any self defined functions and just calling 3rd party APIs. so i somewhat changed one sequential code to function to create tasks to get better understanding of flyte. well, in one function (task) i am returning a list of tuple. like traindata = [...('some text here',{'key': (1,3,'abc')})...] and wrote return type as typing.List[tuple]. but it is giving me an exception that generic types cannot be there. what should i do in this condition
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f
To understand the problem - either the exact error or a snippet of the erroring function definition will help. If you are ok to paste it here would be awesome
m
this is the function i want to be the task
and the exception i am getting
n
HI @freezing-airport-6809 can you offer some expert insights based upon the above code samples (@refined-dawn-96621)
f
hello @nutritious-flower-32708 - sorry i missed the message.
cc @thankful-minister-83577 / So tuples are restricted type currently. Flyte does not allow tuples to be passed. This is because we use named tuples to name the output vars. For example 
typing.NamedTuple("op", [("x": int)])
Would it possible to instead convert the List of tuples to either 1. pandas.DataFrame OR Create a new dataclass - e.g DataClass and use as 2. List[DataClass]
On a side note @nutritious-flower-32708 I see you are educating folks on using MLOps. This fantastic. May i send you a DM. We are infact working on a new overlay on top of Flytekit, that will simplify flytekit usage for beginners?
cc @broad-monitor-993
n
Hi @freezing-airport-6809 @broad-monitor-993...I'm excited to learn about the new overlay...how should we engage?
f
@nutritious-flower-32708 can we understand the usecases
We want to understand what is it that you guys want and how are you approaching it
n
Insurance Fraud detection, Insurance Contract Management, Insurance Product Recommendation, Insurance Forecasting, etc. are some of the use-cases.
f
Let's schedule some time next week or rather week after
n
Super. Are you in EST?
f
Pst
n
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Flyte enables production-grade orchestration for machine learning workflows and data processing created to accelerate local workflows to production.

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