Issue in viewing the experiment in MLflow #38

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GiteaMirror · 2025-11-02T00:02:07-05:00

GiteaMirror commented

2025-11-02 00:02:07 -05:00

Originally created by @mukul74 on GitHub (Aug 25, 2022).

I am running the tagifai.ipynb notebook on the windows platform but facing difficulty viewing the experiment in MLflow.

Steps Done:

Cloned the repo
Running the "mlops-course\notebooks\tagifai.ipynb" in vs code locally.
To run the server "mlflow server -h 0.0.0.0 -p 8000 --backend-store-uri /experiments/" from the location of the notebook, experiments is the next folder inside it. # $PWD is omitted because of windows.
Opening the "http://localhost:8000/#/"

Observation :

No signs of experiment run.
Image attached below for ref.

Please provide assistance with this issue.

Thanks

Originally created by @mukul74 on GitHub (Aug 25, 2022). I am running the tagifai.ipynb notebook on the **windows** platform but facing difficulty viewing the experiment in MLflow. **Steps Done**: 1. Cloned the repo 2. Running the "`mlops-course\notebooks\tagifai.ipynb`" in vs code locally. 3. To run the server "`mlflow server -h 0.0.0.0 -p 8000 --backend-store-uri /experiments/`" from the location of the notebook, experiments is the next folder inside it. # $PWD is omitted because of windows. 4. Opening the "http://localhost:8000/#/" **Observation** : 1. No signs of experiment run. 2. Image attached below for ref. ![image](https://user-images.githubusercontent.com/5962451/186658579-6cf3c711-dff2-465e-a3e4-1c5d71282458.png) Please provide assistance with this issue. Thanks

GiteaMirror closed this issue

2025-11-02 00:02:07 -05:00

GiteaMirror commented

2025-11-02 00:02:08 -05:00

@GokuMohandas commented on GitHub (Aug 25, 2022):

Hi @mukul74, hmm I've heard from few others who had trouble running MLFLow on Windows as well. Have you tried the "Tip" on this page: https://madewithml.com/courses/mlops/experiment-tracking/#application

On Windows, the last line where we set the tracking URI should have three forwards slashes:

mlflow.set_tracking_uri("file:///" + str(MODEL_REGISTRY.absolute()))

Let me know if that works! I'll add this tip to the notebook as well but definitely check out the website lessons as your go through the code because I try not to add too much text on the notebooks to avoid clutter.

@GokuMohandas commented on GitHub (Aug 25, 2022): Hi @mukul74, hmm I've heard from few others who had trouble running MLFLow on Windows as well. Have you tried the "Tip" on this page: https://madewithml.com/courses/mlops/experiment-tracking/#application On Windows, the last line where we set the tracking URI should have three forwards slashes: ```python mlflow.set_tracking_uri("file:///" + str(MODEL_REGISTRY.absolute())) ``` Let me know if that works! I'll add this tip to the notebook as well but definitely check out the website lessons as your go through the code because I try not to add too much text on the notebooks to avoid clutter.

GiteaMirror commented

2025-11-02 00:02:09 -05:00

@mukul74 commented on GitHub (Aug 25, 2022):

Hi @GokuMohandas, thanks for the suggestion. Yeah I have implemented the
mlflow.set_tracking_uri("file:///" + str(MODEL_REGISTRY.absolute()))

Since in windows, $PWD will not work, so we have to provide the absolute path
mlflow server -h 127.0.0.1 -p 8000 --backend-store-uri file:///c:\D_drive\Practise\MLops\mlops-course\notebooks\experiments/

Output :

@mukul74 commented on GitHub (Aug 25, 2022): Hi @GokuMohandas, thanks for the suggestion. Yeah I have implemented the `mlflow.set_tracking_uri("file:///" + str(MODEL_REGISTRY.absolute()))` Since in windows, $PWD will not work, so we have to provide the absolute path `mlflow server -h 127.0.0.1 -p 8000 --backend-store-uri file:///c:\D_drive\Practise\MLops\mlops-course\notebooks\experiments/` **Output** : ![image](https://user-images.githubusercontent.com/5962451/186739993-5a200e34-c91a-4044-b072-61d28f81a934.png)

GiteaMirror referenced this issue

2025-11-02 00:04:37 -05:00

[PR #38] [MERGED] added binder #112

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Reference: github-starred/Made-With-ML#38