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mlops

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Aylr
Aylr commented Dec 28, 2020

Describe the bug
data docs columns shrink to 1 character width with long query

To Reproduce
Steps to reproduce the behavior:

  1. make a batch from a long query string
  2. run validation
  3. render result to data docs
  4. See screenshot
    <img width="1525" alt="Data_documentation_compiled_by_Great_Expectations" src="https://user-images.githubusercontent.com/928247/103230647-30eca500-4
metaflow
tuulos
tuulos commented Sep 7, 2021

With a config like this

{
    "METAFLOW_DATASTORE_SYSROOT_S3": "s3://mf-test/metaflow/",
}

(note a slash after METAFLOW_DATASTORE_SYSROOT_S3)

metaflow.S3(run=self).put* produces double-slashes like here:

s3://mf-test/metaflow//data/DataLoader/1630978962283843/month=01/data.parquet

The trailing slash in the config shouldn't make a difference

kedro
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.

benhyy
benhyy commented Aug 29, 2021

What steps did you take

Code gets stuck in infinite loop is SageMaker training job gets stopped (unhandled use case)

What happened:

https://github.com/kubeflow/pipelines/blob/master/components/aws/sagemaker/train/src/sagemaker_training_component.py#L57-L66

Above code only caters for training job status Completed or Failed, so if the training job status is marked as `Stopped

flyte
gaspardbb
gaspardbb commented Jun 19, 2021

Problem

If we pass a Path instance of pathlib to aim.Session(repo=path_repo), the path is silently converted to ''.

Solution

I would suggest editing clean_repo_path in aim.engine.utils.

Simply add:

def clean_repo_path(repo_path: str) -> str:
    if isinstance(repo_path, pathlib.Path):
        repo_path = str(repo_path)

We might also use `pathlib

edublancas
edublancas commented Sep 9, 2021
====================================================== DAG build failed ======================================================
----- NotebookRunner: fit -> MetaProduct({'model': File('products\\model.pickle'), 'nb': File('products\\report.html')}) -----
----------------------------------------- C:\Users\edubl\Desktop\proj\scripts\fit.py -----------------------------------------
Traceba

Collective Knowledge framework (CK) helps to organize software projects as a database of reusable components, automation recipes and portable workflows with common APIs and extensible meta descriptions based on FAIR principles. See the real-world use cases to support reproducible MLSys R&D, enable portable MLOps and automate ML/SW/HW co-design:

  • Updated Sep 15, 2021
  • Python

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