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Added mlmonitoring to mlflow py39 #3594

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Added mlmonitoring to mlflow py39 #3594

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2 changes: 0 additions & 2 deletions assets/inference/environments/mlflow-ubuntu20.04-py39-cpu-inference/context/Dockerfile
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Expand Up @@ -13,8 +13,6 @@ ENV AML_APP_ROOT="/var/mlflow_resources"
ENV AZUREML_ENTRY_SCRIPT="mlflow_score_script.py"

USER root
# Copying of mlmonitoring will add once testing is completed.
# COPY mlmonitoring /var/mlflow_resources/mlmonitoring

# We'll copy the HF scripts as well to enable better handling for v2 packaging. This will not require changes to the
# packages installed in the image, as the expectation is that these will all be brought along with the model.
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4 changes: 3 additions & 1 deletion ...erence/environments/mlflow-ubuntu20.04-py39-cpu-inference/context/conda_dependencies.yaml
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Expand Up @@ -6,4 +6,6 @@ dependencies:
- python=3.9.13
- pip
- pip:
- azureml-inference-server-http=={{latest-pypi-version}}
- azureml-inference-server-http=={{latest-pypi-version}}
- azureml-ai-monitoring=={{latest-pypi-version}}

2 changes: 1 addition & 1 deletion ...ference/environments/mlflow-ubuntu20.04-py39-cpu-inference/context/mlflow_score_script.py
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Expand Up @@ -17,7 +17,7 @@
from mlflow.models import Model
from mlflow.pyfunc import load_model
from mlflow.pyfunc.scoring_server import _get_jsonable_obj
from mlmonitoring import Collector
from azureml.ai.monitoring import Collector
from mlflow.types.utils import _infer_schema
from mlflow.types.schema import Schema, ColSpec, DataType
from mlflow.exceptions import MlflowException
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