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mlops

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gardnerdev
gardnerdev commented Jan 16, 2021

Describe the bug
When trying to run scaffolding (profiling) command, it fails because of commas in columns.

To Reproduce
Steps to reproduce the behavior:

  1. Run great_expectations suite scaffold scaffold-name on datasource where commas are in column
  2. Bug pandas.errors.ParserError: Error tokenizing data. C error: Expected 1 fields in line 5323 saw 2

Expected behavior
D

kedro
jeblad
jeblad commented Feb 16, 2021

🚨🚨 Feature Request

  • Related to an existing Issue
  • A new implementation (Improvement, Extension)

Move the docker setup to a separate repository. Moving this outside core makes cleaner code.

Keeping docker-setup inside the core code, then adding a number of other similar systems like Vagrant, will over time create a mess. Better move them out. It also mak

RafalSkolasinski
RafalSkolasinski commented Feb 24, 2021

For SC Operator it may be a good idea to generate CRD manifests from inside a docker container.
This should provide reproducible generation step and avoid "produces different output on my machine" issues.

Linter should also fail if generation of manifests produce diff with the commited version.

flyte
wild-endeavor
wild-endeavor commented Mar 6, 2021

Describe the bug
This is not really a bug, but is a minor annoyance that's probably worth correcting.

Please first read through this quick blurb describing what model files are - https://docs.flyte.org/projects/flytekit/en/latest/design/models.html

The model files in flytekit are working fine, but over time, they've somehow fallen out of sync with the [Flyte IDL](https://github.com/flyt

gorarakelyan
gorarakelyan commented Mar 2, 2021

If initialized session is not closed at the end of a training script by calling session_instance.close() manually, it should be closed automatically at process exit. Currently it is done by catching SIGTERM signal and by registering Session._close_sessions method on process exit.

However in some cases sessions don't close properly. Probably there is an issue with setting signal handlers(SI

zenml
hamzamaiot
hamzamaiot commented Feb 10, 2021

Describe the bug
ZenML fails with custom step on no commit git repo.

To Reproduce
Steps to reproduce the behavior:

git init
zenml init
python run.py  # run any pipeline with a custom step

Expected behavior
If there is no commit, make the pipeline un-pinned.

Screenshots

Stack Trace

** Context (please complete the following information):**

  • OS: U
onepanel

The open and extensible integrated development environment (IDE) for computer vision with built-in modules for model building, automated labeling, data processing, model training, hyperparameter tuning and workflow orchestration.

  • Updated Mar 5, 2021
  • Go

Collective Knowledge framework (CK) helps to organize black-box research software as a database of reusable components and micro-services with common APIs, automation actions and extensible meta descriptions. See real-world use cases from Arm, General Motors, ACM, Raspberry Pi foundation and others:

  • Updated Mar 4, 2021
  • Python

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