Comments (3)
Thank you for opening your first issue here! 🛠
from flyte.
The behavior you're encountering with Promise
objects in Flyte is due to their design to act as placeholders for values that are not yet computed, rather than iterable objects. The issue you described is similar to a known problem where iterating over a Promise
does not behave as expected because Python's __iter__
method is called, which can lead to infinite loops or memory issues if not handled correctly. This is documented in a related Flyte issue where iterating over a list of FlyteFile
objects within a dynamic task caused infinite loops and memory growth (Flyte issue #5164).
Promise
objects are not designed to be directly iterable. The correct approach is to ensure that the task outputs are fully materialized before attempting operations like extending a list. This can be managed by structuring your workflows and tasks to handle dependencies and outputs appropriately, ensuring that Promise
objects are resolved before such operations.
Would you like a more detailed explanation on how to structure your Flyte tasks and workflows to avoid such issues?
Sources:
This is an AI-generated response and your feedback is appreciated! Please leave a 👍 if this is helpful and 👎 if it is not.
Mention @RunLLM to ask follow-up questions. See runllm.com for more!
from flyte.
Reading through linked issue, I see that this issue was closed by flyteorg/flytekit#2337 already. We just need to update our Flyte version.
from flyte.
Related Issues (20)
- [Housekeeping] Add support for protobuf version 5 in flytekit HOT 1
- [BUG] When triggering a remote LP, Flytekit fails with TypeError: 'NoneType' object is not subscriptable HOT 5
- [BUG] python task retries=n causes "Requests overridden" error log message for interruptible task HOT 1
- [BUG] Handler for .well-known/openid-configuration constructs redirect path incorrectly HOT 2
- [Core feature] LiteralBlob and StructuredDataset metadata HOT 1
- More flexible configuration of SecurityContext for Pods/Containers started by flyte HOT 8
- [Core feature] `@dynamic` should accept all (?) of `@workflow` attributes HOT 2
- [BUG] Tasks from subworkflow calling reference launch plan read cache from different projects HOT 2
- [BUG] New versions of viper breaks config loading HOT 3
- [BUG] nested dynamic won't bind pydantic models or dictionaries as inputs HOT 2
- [Core feature] Build multiple ImageSpec in parallel HOT 2
- [Housekeeping] Distributed Tracing Should Support OTLP Exporters HOT 1
- [Integration] NIM
- [BUG] ArrayNodes downloads all inputs for every subtasks HOT 2
- Flytekit checkpoint improvement- pytorch HOT 1
- [BUG] Union types fail for e.g. two different dataclasses HOT 4
- [BUG] Missing inputs when using datetime.date type hint. HOT 1
- [Core feature] UX improvement: `pyflyte run` includes imported local modules in the target workflow file HOT 2
- [Housekeeping] Remove the need of kwtypes in user code HOT 1
- [Core feature] pyflyte run --remote should support a url HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from flyte.