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This repository builds a production-ready Docker image to productionalize an MLFlow cluster

Home Page: https://hub.docker.com/r/larribas/mlflow

License: MIT License

Dockerfile 7.18% Python 92.82%

docker-production-mlflow's People

Contributors

larribas avatar lukemarsden avatar

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Watchers

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Forkers

lukemarsden pravindahal rkhozinov aguschin mlopsworks labellson huramba xtidfdenni anupash147 dsgvasee nlauchande leighsmith ahmedadelhassan kabeloshongweeblocks palolo02 mbbourgo mohittalele dnota-sistemas keng000 nexxt-intelligence

docker-production-mlflow's Issues

Postgres Documentation

Hi,

Would it be possible to add Postgres configuration steps to the README?

E.g. environment variables etc.?

Otherwise how do we know how to use this container?

Thanks

Airflow error while running this image from your helm chart

Hey,

I'm trying to use a postgres back-end but keep getting this error. Have you come across this?

kubectl -n dev logs -p mlflow-airflow-webserver-b6778f8db-pmzfs 
Traceback (most recent call last):
  File "/home/airflow/.local/bin/airflow", line 25, in <module>
    from airflow.configuration import conf
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/__init__.py", line 31, in <module>
    from airflow.utils.log.logging_mixin import LoggingMixin
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/utils/__init__.py", line 24, in <module>
    from .decorators import apply_defaults as _apply_defaults
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/utils/decorators.py", line 36, in <module>
    from airflow import settings
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/settings.py", line 37, in <module>
    from airflow.configuration import conf, AIRFLOW_HOME, WEBSERVER_CONFIG  # NOQA F401
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/configuration.py", line 622, in <module>
    conf.read(AIRFLOW_CONFIG)
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/configuration.py", line 348, in read
    self._validate()
  File "/home/airflow/.local/lib/python3.6/site-packages/airflow/configuration.py", line 204, in _validate
    self.get('core', 'executor')))
airflow.exceptions.AirflowConfigException: error: cannot use sqlite with the KubernetesExecutor

Merge PR to bump mlflow 1.13.1

Hey Larribas! Thanks for the great work with mlflow chart and docker image. Would you mind merging the #3 so we can have most updated mlflow available?

Best regards!

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