input
stringlengths 1
18.7k
| output
stringlengths 1
18.7k
|
|---|---|
Hello all, I'm Riley and I'm an ML Platform Engineer. I am evaluating tooling for facilitating model training, experimentation, and workflow orchestration as part of our initiative to introduce a unified ML Platform used across the entire organization. About 4 months ago, I created this post on the <https://www.reddit.com/r/MachineLearning/comments/xoavsr/d_should_i_go_with_prefect_argo_or_flyte_for/|Machine Learning subreddit>. I received a comment from someone from your team offering to help me get set up with a POC. That would be greatly appreciated if that offer still stands. I also had a couple questions as well.
| Hey there Riley, welcome to the community! We’re happy to help you out with any questions you may have, please direct those to <#CP2HDHKE1|ask-the-community>. We’ll be sure to support you in any way we can while you make that POC!
Thanks for considering Flyte!
|
Hey there Riley, welcome to the community! We’re happy to help you out with any questions you may have, please direct those to <#CP2HDHKE1|ask-the-community>. We’ll be sure to support you in any way we can while you make that POC!
Thanks for considering Flyte!
| Thank you very much Tyler Su for the warm welcome! I will do just that.
|
Thank you very much Tyler Su for the warm welcome! I will do just that.
| Hi Riley Hun
|
Hi Riley Hun
| Hi Martin Stein! Hope you're well today.
|
Hi Martin Stein! Hope you're well today.
| Riley Hun great to see you here and thank you for sharing. We are here to help and cheer you onw
Riley Hun have not received your questions, please let me know if you want to discuss anything and happy to even jump on a call
|
Hi. I'm new to Flyte and I'm catching up.
| Welcome Masa! Please feel free to ask any questions that arise
|
Welcome Masa! Please feel free to ask any questions that arise
| hi Masa, welcome
|
Hellos everyone . New to flyte , but excited to learn and use it
| welcome Subramanya Sadashiva! please hop on the <#CP2HDHKE1|ask-the-community> channel if you have questions
|
welcome Subramanya Sadashiva! please hop on the <#CP2HDHKE1|ask-the-community> channel if you have questions
| Thanks Niels
|
Thanks Niels
| Welcome Subramanya Sadashiva!
|
Welcome Subramanya Sadashiva!
| Thank you Tyler
|
Thank you Tyler
| Hey Subramanya Sadashiva welcome!
We're happy to help on your journey with Flyte
|
Hey Subramanya Sadashiva welcome!
We're happy to help on your journey with Flyte
| Thank you David
|
Hi all, I'm Nastasia and I'm a senior software engineer at <http://Altana.ai|Altana.ai>. I'm evaluating Flyte alongside Nick Mostowich for our ETL and ML workflows.
| Welcome Nastasia Efremkina and Nick Mostowich, glad to have you here.
If you ever need any help during your journey with Flyte, feel free to go to <#CP2HDHKE1|ask-the-community>
|
Welcome Nastasia Efremkina and Nick Mostowich, glad to have you here.
If you ever need any help during your journey with Flyte, feel free to go to <#CP2HDHKE1|ask-the-community>
| welcome to the community. Infact we have our community sync in progress. do join - <https://zoom.us/j/93875115830?pwd=YWZWOHl1ODRRVjhjVkxSV0pmZkJaZz09>
|
welcome to the community. Infact we have our community sync in progress. do join - <https://zoom.us/j/93875115830?pwd=YWZWOHl1ODRRVjhjVkxSV0pmZkJaZz09>
| Welcome! We’re happy to help you out during your evaluation process, so please don’t hesitate to reach out.
|
Welcome! We’re happy to help you out during your evaluation process, so please don’t hesitate to reach out.
| Is there a latest and greatest example of how to do SSO (we are an Okta shop)?
|
Is there a latest and greatest example of how to do SSO (we are an Okta shop)?
| We have docs on it
.
|
We have docs on it
.
| It is likely a non starter for us to use a paid hosted solution given our FedRAMP requirements
|
It is likely a non starter for us to use a paid hosted solution given our FedRAMP requirements
| Ohh sorry I don’t mean that way
I meant that we use Okta
|
Ohh sorry I don’t mean that way
I meant that we use Okta
| oh
sweet :slightly_smiling_face:
|
oh
sweet :slightly_smiling_face:
| Haha
|
Haha
| TBC we would love to buy a managed orchestration tool but it’s likely not going to fly
|
TBC we would love to buy a managed orchestration tool but it’s likely not going to fly
| haha this is an open source channel and TBH you can search we never sell the open source tool and that is not our intent.
I was mostly replying to your question about the largest deployment with okta and that it works pretty well
the docs are here - <https://docs.flyte.org/en/latest/deployment/cluster_config/auth_migration.html#okta-config-changes>
|
haha this is an open source channel and TBH you can search we never sell the open source tool and that is not our intent.
I was mostly replying to your question about the largest deployment with okta and that it works pretty well
the docs are here - <https://docs.flyte.org/en/latest/deployment/cluster_config/auth_migration.html#okta-config-changes>
| ...and an intro to how auth works in Flyte, including Okta sample configs:
<https://docs.flyte.org/en/latest/deployment/cluster_config/auth_setup.html#deployment-cluster-config-auth-setup>
|
...and an intro to how auth works in Flyte, including Okta sample configs:
<https://docs.flyte.org/en/latest/deployment/cluster_config/auth_setup.html#deployment-cluster-config-auth-setup>
| thank you David Espejo (he/him) and I am sorry I probably confused Nic
|
thank you David Espejo (he/him) and I am sorry I probably confused Nic
| thx everyone
|
Hi all, I'm Sam and I'm on the engineering team at Atomwise. We're looking into spinning up Flyte + Bazel in our monorepo.
| Welcome Sam Eckert! You aren’t alone in using Flyte with Bazel in the community-- Please direct any questions that arise over in <#CP2HDHKE1|ask-the-community>, we’re happy to help!
|
Welcome Sam Eckert! You aren’t alone in using Flyte with Bazel in the community-- Please direct any questions that arise over in <#CP2HDHKE1|ask-the-community>, we’re happy to help!
| Thanks so much Tyler Su !
|
Thanks so much Tyler Su !
| Welcome to the community and thank you for sharing.
yes you are not alone and lot of folks have been recently wanting to update and improve some bazel rules that have been contributed - <https://github.com/flyteorg/bazelrules_flyte>
They are currently community maintained but there are lot of folks using different variations of these
|
Welcome to the community and thank you for sharing.
yes you are not alone and lot of folks have been recently wanting to update and improve some bazel rules that have been contributed - <https://github.com/flyteorg/bazelrules_flyte>
They are currently community maintained but there are lot of folks using different variations of these
| Yeah I took some inspiration from that repo but it was a bit hard to get up and going with it so I ended up just building something myself. I'm about 95% of the way there for the simple case -- but the last 5% are stumping me. Currently reading through existing conversations to see if anything can help me in there before posting a question.
|
Yeah I took some inspiration from that repo but it was a bit hard to get up and going with it so I ended up just building something myself. I'm about 95% of the way there for the simple case -- but the last 5% are stumping me. Currently reading through existing conversations to see if anything can help me in there before posting a question.
| ohhh sorry
how can i help
happy to help, albeit might be slow sometimes
|
ohhh sorry
how can i help
happy to help, albeit might be slow sometimes
| Thanks! Posted a question over in <#CP2HDHKE1|ask-the-community>
|
Hey all, I'm Thomas, informatics lead at Erisyon. We're using Flyte to drive signal processing and ML workflows for our protein sequencing platform. I'm gonna jump right over and ask a question. :slightly_smiling_face:
| Welcome Thomas Blom! Let us know how we can help.
|
Welcome Thomas Blom! Let us know how we can help.
| Welcome! Thanks for reaching out, we’re happy to help.
|
Heyo everyone, happy to be here! :heart_hands:
I am co-founder and CTO of <http://kineo.ai|kineo.ai>, a machine learning startup from Berlin :de: - we have been running many, many pipelines on Kubeflow (and metaflow in 2020). I’m quite excited to dive into Flyte as a potential replacement for Kubeflow and to get to know some of you better!
Now… most importantly… let’s see what kind of fun emojis you have: :catjam::cat_confused::piggy::shipit::thumbsup_all::glitch_crab::cubimal_chick: not bad, not bad :wink:
| Hey Ferdinand von den Eichen welcome to the Flyte community!
We hope you find the resources you need to get up to speed with Flyte. In any case, don't hesitate to reach tou to <#CP2HDHKE1|ask-the-community> with questions.
Also, feel free to contribute any emoji you feel is missing :slightly_smiling_face:
In case you haven't, please check out this page for more info on how Flyte compares to Kubeflow:
<https://flyte.org/kubeflow-alternative>
|
Hey Ferdinand von den Eichen welcome to the Flyte community!
We hope you find the resources you need to get up to speed with Flyte. In any case, don't hesitate to reach tou to <#CP2HDHKE1|ask-the-community> with questions.
Also, feel free to contribute any emoji you feel is missing :slightly_smiling_face:
In case you haven't, please check out this page for more info on how Flyte compares to Kubeflow:
<https://flyte.org/kubeflow-alternative>
| Thanks! I did see that page already, but thanks for sharing! :slightly_smiling_face:
|
Thanks! I did see that page already, but thanks for sharing! :slightly_smiling_face:
| Welcome Ferdinand
|
Welcome Ferdinand
| Hallo Ferdinand - Klasse. Wir freuen uns auf Euch! Happy to chat anytime!
|
Hi everyone, nice to meet you :slightly_smiling_face:
I'm Théo, Data Scientist at Artefact, and we want to use Flyte to orchestrate ML tasks for all kind of clients and use cases.
| Hey Théo LACOUR welcome to the Flyte community!
Have you already checked the <https://docs.flyte.org/projects/cookbook/en/latest/getting_started/core_use_cases.html|Getting started guide>? It includes some of the core use cases for you to explore.
If you happen to have any question, feel free to post on <#CP2HDHKE1|ask-the-community>
|
Hey Théo LACOUR welcome to the Flyte community!
Have you already checked the <https://docs.flyte.org/projects/cookbook/en/latest/getting_started/core_use_cases.html|Getting started guide>? It includes some of the core use cases for you to explore.
If you happen to have any question, feel free to post on <#CP2HDHKE1|ask-the-community>
| Great to have you in the community and thank you for considering Flyte
|
I'm Simon, software engineer on the CliMA project (<https://clima.caltech.edu/>), I'm looking into using Flyte to manage climate simulations and data processing
| Simon Byrne we are delighted to have you as part of the community and happy to help
|
Simon Byrne we are delighted to have you as part of the community and happy to help
| Welcome Simon Byrne!
|
Welcome Simon Byrne!
| hi Simon Byrne hows it going? have you made some progress?
|
hi Simon Byrne hows it going? have you made some progress?
| I did a cursory investigation, but I have been busy with other tasks so haven't made much progress
|
I did a cursory investigation, but I have been busy with other tasks so haven't made much progress
| ohh, please let us know if we can help in any way
|
I’m João Lobo, devops engineer. I’m looking into using Flyte to manage process ML and data processing.
I’m try install on aks but I can’t to find configuration values.
Anybody could me help
| Welcome João Lobo Guerra Neto! We don't have AKS specific docs yet. Here's a thread on how the deployment's done: <https://flyte-org.slack.com/archives/CP2HDHKE1/p1671186930946039>.
Niels Bantilan, are we going to have docs on deployment to AKS?
|
Welcome João Lobo Guerra Neto! We don't have AKS specific docs yet. Here's a thread on how the deployment's done: <https://flyte-org.slack.com/archives/CP2HDHKE1/p1671186930946039>.
Niels Bantilan, are we going to have docs on deployment to AKS?
| I think the blackshark team promised to contribute- cc Nick Müller
|
I think the blackshark team promised to contribute- cc Nick Müller
| I don’t believe we’re working on this currently… Yee Jeev B?
|
I don’t believe we’re working on this currently… Yee Jeev B?
| We are not, but the community is?
|
We are not, but the community is?
| Last I've heard, deployment docs were being rewritten/revamped and also partially adapted to some new helm chart, so we've been waiting for that to finish mostly. Ketan Umare
While we do have a slightly adapted helm chart based roughly on the 1.2.0 release, there's still some issues with fsspec/adlfs that have not fully been resolved yet
we're using our own fork of adlfs with a workaround implemented, however the upstream PR has been unanswered for a while in the fsspec repo :confused:
we've recently tested using the latest released version of adlfs since that contains a partial fix, but there's some minor things that still appear to be broken, so I'm not fully confident saying all 100% of flyte's blob storage functionality will work without these changes being merged officially yet
|
Last I've heard, deployment docs were being rewritten/revamped and also partially adapted to some new helm chart, so we've been waiting for that to finish mostly. Ketan Umare
While we do have a slightly adapted helm chart based roughly on the 1.2.0 release, there's still some issues with fsspec/adlfs that have not fully been resolved yet
we're using our own fork of adlfs with a workaround implemented, however the upstream PR has been unanswered for a while in the fsspec repo :confused:
we've recently tested using the latest released version of adlfs since that contains a partial fix, but there's some minor things that still appear to be broken, so I'm not fully confident saying all 100% of flyte's blob storage functionality will work without these changes being merged officially yet
| cc Yee welcome back, do you know if we can contribute to the docs now?
|
cc Yee welcome back, do you know if we can contribute to the docs now?
| hey Nick Müller yeah that would be awesome. the large docs change is in, as is the helm chart.
we still have some follow-up work to do to streamline the old and new helm charts
the new docs are here <https://github.com/flyteorg/flyte/tree/master/rsts/deployment/deployment> - we’ve split them up into simple and production, and both rely on the single flyte deployment model helm chart encapsulated here - <https://github.com/flyteorg/flyte/tree/master/charts/flyte-binary>
you’ll notice the two values files we have already there for eks.
the prerequisites (like how to create an eks cluster) should be listed, but not documented there, as they are typically outside the scope of Flyte itself
|
hey Nick Müller yeah that would be awesome. the large docs change is in, as is the helm chart.
we still have some follow-up work to do to streamline the old and new helm charts
the new docs are here <https://github.com/flyteorg/flyte/tree/master/rsts/deployment/deployment> - we’ve split them up into simple and production, and both rely on the single flyte deployment model helm chart encapsulated here - <https://github.com/flyteorg/flyte/tree/master/charts/flyte-binary>
you’ll notice the two values files we have already there for eks.
the prerequisites (like how to create an eks cluster) should be listed, but not documented there, as they are typically outside the scope of Flyte itself
| alright, good to hear! unfortunately I'm afraid I won't find much time on updating docs until I get back from my holiday in the second week of March as I'm quite busy before that.
I'll try to get some basic information about an Azure setup into the docs then, will have to see about the new helm chart as we're currently running an internal fork roughly based on Flyte 1.2.0, so it'll take a bit to change to that
|
alright, good to hear! unfortunately I'm afraid I won't find much time on updating docs until I get back from my holiday in the second week of March as I'm quite busy before that.
I'll try to get some basic information about an Azure setup into the docs then, will have to see about the new helm chart as we're currently running an internal fork roughly based on Flyte 1.2.0, so it'll take a bit to change to that
| thanks
let us know if you have any issues moving to the new helm chart.
|
thanks
let us know if you have any issues moving to the new helm chart.
| I'm not sure if the default setup will work out of the box on Azure though due to the adlfs issue mentioned above. unfortunately the maintainers don't seem to be very responsive, not sure how to best proceed on that
I believe the one thing that's currently still broken in the upstream version is recursively creating directories in Azure blob storage
rest _seems_ to work, but needs more testing with the upstream version
|
I'm not sure if the default setup will work out of the box on Azure though due to the adlfs issue mentioned above. unfortunately the maintainers don't seem to be very responsive, not sure how to best proceed on that
I believe the one thing that's currently still broken in the upstream version is recursively creating directories in Azure blob storage
rest _seems_ to work, but needs more testing with the upstream version
| Yee Nick Müller I created a stub issue for adding Azure deployment docs: <https://github.com/flyteorg/flyte/issues/3335>
please feel free to edit it/add more details
|
Yee Nick Müller I created a stub issue for adding Azure deployment docs: <https://github.com/flyteorg/flyte/issues/3335>
please feel free to edit it/add more details
| will do!
|
will do!
| Hi everyone.
I can deploy in AKS.
Thank you so much
But I received some errors, as example Status Code 501 in url <https://flyte.example.com/me>
I don’t know about this /me
Anybody could you more details about this
Thank you
|
Hi everyone.
I can deploy in AKS.
Thank you so much
But I received some errors, as example Status Code 501 in url <https://flyte.example.com/me>
I don’t know about this /me
Anybody could you more details about this
Thank you
| the /me endpoint is part of the authentication suite in flyte. It’s provided as part of the Identity grpc service <https://github.com/flyteorg/flyteidl/blob/9fbac98b2d173fe1b30f18ac0487ff35b9627e3b/protos/flyteidl/service/identity.proto#L41|defined here>
if oauth is enabled, and the user is logged in, this endpoint will return information about the logged in user.
|
the /me endpoint is part of the authentication suite in flyte. It’s provided as part of the Identity grpc service <https://github.com/flyteorg/flyteidl/blob/9fbac98b2d173fe1b30f18ac0487ff35b9627e3b/protos/flyteidl/service/identity.proto#L41|defined here>
if oauth is enabled, and the user is logged in, this endpoint will return information about the logged in user.
| cc Peeter Piegaze / David Espejo (he/him) docs maybe
|
cc Peeter Piegaze / David Espejo (he/him) docs maybe
| Yee this endpoint only work with google.api.http
because I’m trying to test with azure
|
Yee this endpoint only work with google.api.http
because I’m trying to test with azure
| can you elaborate? this endpoint should work across cloud providers
what is google.api.http?
|
can you elaborate? this endpoint should work across cloud providers
what is google.api.http?
| like this example here.
sorry I’m noob with app yet.
I’m studying about the documentation
In my test environment it has the same error as in the eks cluster I would like to understand more about how it works
|
like this example here.
sorry I’m noob with app yet.
I’m studying about the documentation
In my test environment it has the same error as in the eks cluster I would like to understand more about how it works
| hey João Lobo Guerra Neto can we move this to flyte-deployment? i’m getting a bit confused.
this looks like the sandbox, but i thought you were trying to get this to work on aks
or did you move to eks?
|
hey João Lobo Guerra Neto can we move this to flyte-deployment? i’m getting a bit confused.
this looks like the sandbox, but i thought you were trying to get this to work on aks
or did you move to eks?
| No, I work on aks
yes, go ahed to move flyte-deployment
|
Hello everybode,
I am Volker and I am working as a Data Scientist. I´m interested in using flyte for ETLs and ML workflows. :slightly_smiling_face:
| Welcome Volker Lorrmann great to have you here!
Feel free to explore Flyte's use cases for <https://flyte.org/data|Data> and <https://flyte.org/machine-learning|ML> and if any question arises, let us know in <#CP2HDHKE1|ask-the-community>
|
Welcome Volker Lorrmann great to have you here!
Feel free to explore Flyte's use cases for <https://flyte.org/data|Data> and <https://flyte.org/machine-learning|ML> and if any question arises, let us know in <#CP2HDHKE1|ask-the-community>
| Welcome Volker Lorrmann!
|
Welcome Volker Lorrmann!
| Thank you for trying out Flyte and sharing with the community. We are here to help you and cheer you on!
|
Hello All, Are there any Flyte meetings (official or unofficial) happening at pycon next month?
| Are you thinking of organizing one?
Cc David Espejo (he/him) any ideas. Pycon has many users might be cool
|
Are you thinking of organizing one?
Cc David Espejo (he/him) any ideas. Pycon has many users might be cool
| David Muraco welcome to the Flyte community!
Well, we can find out who else from the community plans to attend and then organize a gathering
What do you think?
just asked at <#C02JMT8KTEE|events> to find out :slightly_smiling_face:
|
David Muraco welcome to the Flyte community!
Well, we can find out who else from the community plans to attend and then organize a gathering
What do you think?
just asked at <#C02JMT8KTEE|events> to find out :slightly_smiling_face:
| I live in SLC, would be willing to assist whoever takes lead. FYI, i've never used Flyte before and just joined the group about an hour ago.
|
I live in SLC, would be willing to assist whoever takes lead. FYI, i've never used Flyte before and just joined the group about an hour ago.
| that's amazing David, thanks for joining.
What problem are you trying to solve with Flyte?
|
Hello everyone, I followed the installation document from this link <https://docs.flyte.org/en/v1.0.0/deployment/aws/manual.html#prerequisites>. All the outputs were as per the documentation, but on the final step where I try to login, "endpoint/console", I get 503 Service Temporarily Unavailable. Any help on this?
thanks in advance
| already addressing this Q on <#C01P3B761A6|flyte-deployment>
|
Hi all! Really excited to have found Flyte as it seems to address a lot of my pains points. I'm just getting started but I'm looking to use it for executing bioinformatics workflows on <https://www.golem.network/|Golem>.
| Welcome to the community and thank you for sharing
I do not know what golem, is if you get things working let us know please
|
Welcome to the community and thank you for sharing
I do not know what golem, is if you get things working let us know please
| Thanks! I sure will.
|
Hello all, I am Martin and currently exploring capabilities of Flyte for data workflows.
| Hi Martin and welcome to the Flyte community!
I guess you probably already explored, but here are some resources:
<https://flyte.org/data>
<https://docs.flyte.org/projects/cookbook/en/latest/auto/case_studies/ml_training/spark_horovod/index.html>
<https://flyte.org/blog/orchestrating-data-pipelines-at-lyft-comparing-flyte-and-airflow>
In any case, please let the community know any question you may have.
Thank you!
|
Hi Martin and welcome to the Flyte community!
I guess you probably already explored, but here are some resources:
<https://flyte.org/data>
<https://docs.flyte.org/projects/cookbook/en/latest/auto/case_studies/ml_training/spark_horovod/index.html>
<https://flyte.org/blog/orchestrating-data-pipelines-at-lyft-comparing-flyte-and-airflow>
In any case, please let the community know any question you may have.
Thank you!
| Welcome to the community Martin. Great to have you in the community
|
Hello everyone. I am building some bioinformatics workflows in Flyte for a small diagnostics company I recently joined. I brought my experience at Freenome to this new role and immediately advocated for using Flyte! Happy to be here.
| Thanks for sharing, we're happy to have you here!
|
Thanks for sharing, we're happy to have you here!
| Welcome to the community, Brian!
|
Hello everyone my name is Donny and I'm evaluating Flyte for my startup to orchestrate datajobs using Scala or Java, happy to part of this community :slightly_smiling_face:
| Hi Donny Ho! Welcome! We don't yet have docs for the java sdk; I recommend you to check out the repo.
<https://github.com/flyteorg/flytekit-java/tree/master>
|
Hi Donny Ho! Welcome! We don't yet have docs for the java sdk; I recommend you to check out the repo.
<https://github.com/flyteorg/flytekit-java/tree/master>
| yeah I took a look at it and it's making me hesitant on moving forward with it due to the lack of documenation. But I just saw that there are some examples in the repo.
Is it recommended to use the scala/java version in production yet?
|
yeah I took a look at it and it's making me hesitant on moving forward with it due to the lack of documenation. But I just saw that there are some examples in the repo.
Is it recommended to use the scala/java version in production yet?
| Spotify uses the java sdk in prod! So yes, it has been battle-tested already!
|
Spotify uses the java sdk in prod! So yes, it has been battle-tested already!
| Cc Hongxin Liang / Babis Kiosidis and others please chime in
|
Hey everyone! I am Akanksha Bhasin, a Technical Evangelist and Community Advocate from India!
I got to know about Flyte from Ketan Umare and excited to be a part of this community. :smile:
| Hi Akanksha Bhasin! Welcome!
|
Hi Akanksha Bhasin! Welcome!
| Hi Akanksha Bhasin! Great to see you here!
|
Hey Adhita Selvaraj, as Ketan mentioned I am on vacation until Dec 1, but will check back periodically and might be able to provide some small tips.
To get started in writing an SDK plug-in, there are two main things to consider:
1. What is the registration behavior (ie how do I provide the necessary configurations to the task?)
2. What is the execution behavior?
For the first part, it is more or less required to do this in the SDK and is basically as easy as packing your custom configurations into a custom struct. Take a look at SDK Spark Task for a good example of this.
For the execution part, you have a lot of options. You can choose to execute via the SDK entry points and thus receive the benefits of the SDK type engine, testing engine, and future improvements built into the SDK. On the other hand, you can override the container property to execute a custom entry point in any language, but then you lose some niceties.
So let me know what you're looking to do and I'll be happy to provide pointers. One thing: I am working on a pretty major refactor which will make authoring of these plug-ins easier. So if you get started and then we run into merge conflicts, ping me and I will resolve them for you (I should have gotten this refactor in earlier and I don't want others to have to suffer :p)
| I'm working through the Go plugin part and then coming to the SDK, so I'll probably bother you more when I get there
|
I don't really understand this part
<https://github.com/flyteorg/flytek8ssparkplugin/blob/master/flytek8ssparkplugin/sdk/tasks/spark.py>
Like how does it map to what I'm getting from a user and how is it passed down to the plugin - that part, I'm not able to form a mental model of
| hey Adhita Selvaraj let me take a little bit to ramp up on this and see if i can provide some guidance in the SDK. thanks!
|
hey Adhita Selvaraj let me take a little bit to ramp up on this and see if i can provide some guidance in the SDK. thanks!
| Hey
That'd be really helpful !
|
Hey
That'd be really helpful !
| the SDK is designed to be flexible to various programming models so there are a couple of ways to go about it depending on the need. So usually the best way to start thinking about how to alter the sdk is to think about how you want to declare a TF task. so can you tell me a bit about what your desired ‘end-user experience’ is for writing a TF task?
i.e.
```@tensor_flow_task(some_params='abc')
def user_func(wf_params):
some user code...```
or…
```my_task = TensorFlowTask(static_args=...)```
or something else?
|
the SDK is designed to be flexible to various programming models so there are a couple of ways to go about it depending on the need. So usually the best way to start thinking about how to alter the sdk is to think about how you want to declare a TF task. so can you tell me a bit about what your desired ‘end-user experience’ is for writing a TF task?
i.e.
```@tensor_flow_task(some_params='abc')
def user_func(wf_params):
some user code...```
or…
```my_task = TensorFlowTask(static_args=...)```
or something else?
| The first one is what I'm going for
|
The first one is what I'm going for
| ok cool cool. and are you going to be passing in any special parameters to the user function? spark for instances passes in both wf_params and a pyspark context. python only passes in wf_params.
|
ok cool cool. and are you going to be passing in any special parameters to the user function? spark for instances passes in both wf_params and a pyspark context. python only passes in wf_params.
| No just the default parameters from the protobuf definition
<https://github.com/flyteorg/kfplugins/blob/master/tfoperator/sdk/py/tfoperatorplugin/sdk/tasks/tfjob_task.py>
This is what I have so far
If I'm not running user-code and I'm passing static args; is it recommended to use the second type?
|
No just the default parameters from the protobuf definition
<https://github.com/flyteorg/kfplugins/blob/master/tfoperator/sdk/py/tfoperatorplugin/sdk/tasks/tfjob_task.py>
This is what I have so far
If I'm not running user-code and I'm passing static args; is it recommended to use the second type?
| i think it makes a little more sense than having a no-op function decorated---but it’s really up to you
|
i think it makes a little more sense than having a no-op function decorated---but it’s really up to you
| ok cool
|
Kevin Su is interested in helping us to complete the tf-operator plugin in - <https://github.com/flyteorg/kfplugins/tree/master/tfoperator>
Kevin Su here is the Issue - <https://github.com/lyft/flyte/issues/115>
Adhita Selvaraj are you working on this?
| Hey
so sorry
No, I haven't able to work on that
|
Hey
so sorry
No, I haven't able to work on that
| No worries Kevin Su is going to take over. Also Adhita Selvaraj , Igor already merges pytorch
|
How good/bad is the idea of using custom Flyte k8s plugin together with “object count quota”, or is the better thing to implement quota in plugin (if possible)?
| Gleb Kanterov can you elaborate
you want to kick off some CRD?
and want to implement the quota?
|
Gleb Kanterov can you elaborate
you want to kick off some CRD?
and want to implement the quota?
| Yes
But operator doesn’t support quotas
|
Yes
But operator doesn’t support quotas
| is this a K8s plugin?
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.