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[Infra + Categories] Reorganize categories and fix vulnerabilities (#876)
* fix "Workflow does not contain permissions" scan alert (CWE-275) (#872) * upgrade black version to fix vulnerability (#873) * [Categories] Reorganize categories and frameworks (#871) * categories renaming + update mlrun version wherever needed * python version fix * missing changes in batch_inference * attempt to fix structured_data_gen installing pyyam= 5.4.1 by pinning version * attempt to fix structured_data_gen by using mlrun 1.8 * fix mlflow_utils by using mlrun 1.8 * generate updated function.yaml for azureml_serving * revert azureml_serving changes (made by mistake) * revert azureml_serving changes (made by mistake) --------- Co-authored-by: Daniel Perez <100069700+danielperezz@users.noreply.github.com>
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.github/workflows/ci.yaml

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name: Test functions
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permissions:
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contents: read
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on:
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pull_request:
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types: [opened,synchronize]

.github/workflows/test-all.yaml

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name: Test all functions, build marketplace
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permissions:
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contents: read
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on:
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push:
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arc_to_parquet/function.yaml

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arc_to_parquet/item.yaml

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apiVersion: v1
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categories:
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- etl
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- utils
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description: retrieve remote archive, open and save as parquet
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doc: ''
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example: arc_to_parquet.ipynb
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author: avi
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maintainers: []
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marketplaceType: ''
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mlrunVersion: 1.4.1
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mlrunVersion: 1.7.0
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name: arc-to-parquet
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platformVersion: 3.5.4
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spec:
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kind: job
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requirements: []
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url: ''
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version: 1.4.1
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version: 1.5.0

azureml_serving/function.yaml

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secret_sources: []
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affinity: null
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tolerations: null
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verbose: false
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verbose: false

azureml_serving/item.yaml

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requirements:
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- azureml-automl-runtime~=1.38.1
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url: ''
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version: 1.1.0
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version: 1.1.0

azureml_utils/function.yaml

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azureml_utils/item.yaml

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apiVersion: v1
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categories:
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- machine-learning
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- model-training
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- model-serving
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- utils
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description: Azure AutoML integration in MLRun, including utils functions for training
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models on Azure AutoML platfrom.
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doc: ''
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author: yonish
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maintainers: []
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marketplaceType: ''
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mlrunVersion: 1.5.2
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mlrunVersion: 1.7.0
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name: azureml_utils
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platformVersion: 3.5.3
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spec:
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- azureml-train-automl-client==1.54.0.post1
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- plotly~=5.4
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url: ''
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version: 1.3.0
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version: 1.4.0
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test_valid: True

batch_inference/function.yaml

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batch_inference/item.yaml

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apiVersion: v1
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categories:
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- utils
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- model-serving
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description: Batch inference (also knows as prediction) for the common ML frameworks
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(SciKit-Learn, XGBoost and LightGBM) while performing data drift analysis.
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doc: ''
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author: guyl
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maintainers: []
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marketplaceType: ''
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mlrunVersion: 1.4.1
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mlrunVersion: 1.7.0
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name: batch_inference
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platformVersion: 3.5.0
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spec:
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kind: job
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requirements:
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url: ''
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version: 1.7.0
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version: 1.8.0
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