Is it possible to remove specific items from Parquet and NoSQL Targets? Question: Is it possible to remove specific items from Parquet and NoSQL Targets in MLRun? I did not find relevant methods and I checked FeatureStore, ParquetTarget and NoSQLTarget. I only saw ability to remove whole featureset from metastore (from DB) without touch of …
Issue with the aggregation function in the pipeline during online ingest Question: I see issue in the aggregation function (part of pipeline) during the online ingest, because aggregation output is invalid (output is different then expectation, I got value 0 instead of 6). The pipeline is really very simple: See part of code (Python and …
Issue during import, MLRunNotFoundError Question: I installed python package MLRun correctly, but I got in jupyter this error ————————————————————————— HTTPError Traceback (most recent call last) /opt/conda/lib/python3.8/site-packages/mlrun/errors.py in raise_for_status(response, message) 75 try: —> 76 response.raise_for_status() 77 except requests.HTTPError as exc: /opt/conda/lib/python3.8/site-packages/requests/models.py in raise_for_status(self) 942 if http_error_msg: –> 943 raise HTTPError(http_error_msg, response=self) 944 HTTPError: 404 Client Error: …
How to Update a Azure ML Dataset with a new pandas DataFrame and How to Revert to a Specific Version if Needed Question: Is there a way that we could update an Existing Azure ML Dataset using a pandas Dataframe and update the version? The default Dataset is stored in a blob as a csv …
How can I develop locally when using Iguazio platform? Question: I want to be able to test my jobs and code on my local machine before executing on a remote cluster. Ideally this will not require a lot of setup on my end. Is this possible? Asked By: Nick Schenone || Source Answers: Yes, this …
What are the different runtimes in MLRun? Question: I’m trying to get a feel for how MLRun executes my Python code. What different runtimes are supported and why would I use one vs the other? Asked By: Nick Schenone || Source Answers: MLRun has several different ways to run a piece of code. At this …
MLFlow tracking ui not showing experiments on local machine (laptop) Question: I am a beginner in mlflow and was trying to set it up locally using Anaconda 3. I have created a new environment in anaconda and install mlflow and sklearn in it. Now I am using jupyter notebook to run my sample code for …
How can I save more metadata on an MLFlow model Question: I am trying to save a model to MLFlow, but as I have a custom prediction pipeline to retrieve data, I need to save extra metadata into the model. I tried using my custom signature class, which It does the job correctly and saves …
I am unable to integrate mlrun to my code? Question: I am trying to integrate MLRun to classify my toxic comments using keras code but I am unable to integrate with my code. can anyone show me where to modify my code to integrate MLRun to my code. I am attaching my code below. MLRun …
Use mlflow to serve a custom python model for scoring Question: I am using Python code generated from an ML software with mlflow to read a data frame, perform some table operations and output a data frame. I am able to run the code successfully and save the new data frame as an artifact. However, …
