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Questions tagged [mlflow]

Use this tag for questions about the machine-learning platform MLflow

722 questions
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Github as artifact repo in mlflow

Can we use github as one of the options in artifact repository in additions to the object storage support. Github seems to be a natural way to capture changes in code between different runs/experiments, this will also give a way of tying down the…
Andy
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Is it possible to use MLFlow and H2o.ai sparkling water in a Scala based project?

I'm solving a Scala data science problem in Intellij using maven. I noticed that MLFlow spark (https://mvnrepository.com/artifact/org.mlflow/mlflow-spark/1.5.0) is dependent on scala 2.12 while h2o.ai sparkling water is dependent on scala 2.11…
proselotis
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How can I throw an exception from within an MLflow project?

I have an Mlflow project that raises an exception. I execute that function using mlflow.run, but I get mlflow.exceptions.ExecutionException("Run (ID '') failed"). Is there any way I could get the exception that is being raised where I am…
Aditya Khadse
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When will experiment be deleted with lifecycle_stage is set as deleted

I can see experiment 2 is in deleted, but when it will be deleted actually? 2 test hdfs:///1234/mlflow deleted If the experiment is not deleted automatically, how can I delete it?
Holm
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Unable to connect Mlflow server to my mlflow project image

My final purpose is to run experiment from an Api. the experiment come from : https://github.com/mlflow/mlflow/tree/master/examples/tensorflow/tf2 but export the file in my custom git where I clone it, in the image below -> I have 2 images in my…
Chrys Bltr
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Integrating MLFlow with Kubeflow

I am trying to integrate a MLFlow server with my Kubeflow cluster on GCP. To do this I create a an MLFlow deployment and expose it using a Loadbalancer. The machine learning code is deployed as a pod on the Kubeflow cluster. The MLflow server…
user3401257
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Is there a way to hide mlflow ui header when start the server with mlflow server?

I want to integrate mlflow ui to our website by using an iframe, but with the header hidden if possible. I found there is an environment variable setting in the source code /mlflow/server/js/components/HomeView.js: const headerHeight =…
Jason
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Cannot Start mlflow ui on google cloud platform virtual machine instance

after running mlflow ui on command line and clicking http://127.0.0.1:5000/ i get site cannot be reached 127.0.0.1 refused to connect. I have already updated firewall rules on VPC network in GCP and on my local machine and activated the ports This…
Karan Bangia
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MLFlow not configured, set environment variables

Step 1: Installed anaconda ( also installed R and python in it) on AWS EC2 instance with Ubuntu Step 2: Used “conda install -c conda-forge mlflow” command to install mlflow in conda(which is assumed to be used for both R and python) Step 3:…
Ganesh Bhat
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MLFlow model not logging to Azure Blob Storage

I am trying to use MLFlow to log artifacts to Azure Blob Storage. Though the logging to dbfs works fine, when I try to log it to Azure Blob Storage, I only see a folder with the corresponding runid but inside it there are no contents. Here is what I…
Saugat Mukherjee
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mlflow not work after installation (Ubuntu 16, Centos 7)

I try to install and run the web-based interface mlflow on VM Azure Ubuntu 16 and Centos 7. After running the command: sudo mlflow ui I can not get access url, either through the dns (mydomain.com:5000), or by IP:…
stackuser
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How to have my customized score file deployed on Azure with azure.mlflow sdk?

I have a customized score.py file which was generated within databricks but I didn't find a way to deploy it on a container. I am using the mlflow.azureml, on my image creation I couldn't find how to specify the score.py in particular. import…
Emerson R Orci
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mlflow log_model need to capture runId to use in mlflow models serve

runId generated in log_model call needs to be accessed in mlflow models serve I am trying to run mlflow bare minimum to deploy custom models 1st step taken : I save the model using log_model observation: the artifacts are duly saved in mlruns 2nd…
cyril_thank
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MLflow 1.2.0 define MLproject file

Trying to run mlflow run by specifying MLproject and code which lives in a different location as MLproject file. I have the following directory structure: /root/mflow_test . ├── conda │   ├── conda.yaml │   └── MLproject ├── docker │   ├──…
gogasca
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Mlflow: Log steps in evaluation phase using Tensorflow train_and_evaluate

I'm trying to log the steps during the evaluation using Mlflow but have only been able to log the last step. Using mlflow.tensorflow.autolog() I am able to log some metrics (like loss) when a checkpoint is saved, every 100 steps that is defined in…
Daniel Zapata
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