reset git history - final

.cloud/.gitkeep

@@ -0,0 +1 @@
+

.github/ISSUE_TEMPLATE/azureml_issue.md

@@ -0,0 +1,23 @@
+---
+name: Azure ML issue 
+about: Report an issue with Azure ML
+title: ''
+labels: 'azureml issue'
+assignees: ''
+---
+
+## Describe the issue
+
+description:
+
+## Minimal example
+
+```python
+from azureml.core import Workspace
+
+ws = Workspace.from_config()
+```
+
+## Additional context
+
+-

.github/ISSUE_TEMPLATE/azureml_request.md

@@ -0,0 +1,23 @@
+---
+name: Azure ML feature request 
+about: Request an Azure ML feature 
+title: ''
+labels: 'azureml request'
+assignees: ''
+---
+
+## Describe the request
+
+description:
+
+## Minimal example
+
+```python
+from azureml.core import Workspace
+
+ws = Workspace.from_config()
+```
+
+## Additional context
+
+-

.github/ISSUE_TEMPLATE/example_issue.md

@@ -0,0 +1,16 @@
+---
+name: Example issue 
+about: Report an issue with an example
+title: ''
+labels: 'example issue'
+assignees: ''
+---
+
+## Which example? Describe the issue
+
+example:
+description:
+
+## Additional context
+
+-

.github/ISSUE_TEMPLATE/example_request.md

@@ -0,0 +1,16 @@
+---
+name: Example request
+about: Request an example
+title: ''
+labels: 'example request'
+assignees: ''
+---
+
+## What example? Describe it
+
+example:
+description:
+
+## Additional context
+
+-

.github/ISSUE_TEMPLATE/repo_issue.md

@@ -0,0 +1,15 @@
+---
+name: Repo issue or enhancement request
+about: Report an issue or request an enhancement for this repo
+title: ''
+labels: 'enhancement'
+assignees: ''
+---
+
+## Describe it
+
+description:
+
+## Additional context
+
+-

.github/PULL_REQUEST_TEMPLATE.md

@@ -0,0 +1,15 @@
+# PR into Azure/azureml-examples
+
+## Checklist
+
+I have:
+
+- [ ] read and followed the contributing guidelines
+- [ ] ran `python readme.py` after making changes (per contributing guidelines)
+- [ ] added required testing (per contributing guidelines)
+
+## Changes
+
+-
+
+fixes #

.github/labels.yaml

@@ -0,0 +1,43 @@
+- name: Ask
+  description: Define and scope problem and solution
+  color: #c9ecff
+
+- name: Explore
+  description: Explore and document data to increase understanding
+  color: #f0f29b
+
+- name: Experiment
+  description: Build features and train models
+  color: #8569c6
+
+- name: Data
+  description: Get and transform data
+  color: #1c587c
+
+- name: Model
+  description: Prepare model for deployment
+  color: #0b4e82
+
+- name: Deploy
+  description: Register, package, and deploy model
+  color: #f79499
+
+- name: Communicate
+  description: Write reports, create dashboards, summarize findings, etc.
+  color: #f9f345
+
+  - name: succeeded
+  description: This was successful
+  color: #67d157
+
+  - name: failed
+  description: This didn't go as hoped
+  color: #c2021c
+
+  - name: on hold
+  description: Still seems promising, but let's revist later
+  color: #ffd04f
+
+  - name: blocked - need access
+  description: Blocked due to lack of access to data, resources, environment, etc.
+  color: #ed9a53

.github/workflows/cleanup.yml

@@ -0,0 +1,26 @@
+name: cleanup
+on: 
+  schedule:
+    - cron: "0 8 * * *" 
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run cleanup script
+      run: python cleanup.py  

.github/workflows/run-notebooks.yml

@@ -0,0 +1,39 @@
+name: run-notebooks
+on:
+  schedule:
+      - cron: "0 0/2 * * *"
+  push: 
+    branches:
+      - main
+    paths:
+      - "notebooks/**"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - "notebooks/**"
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    strategy:
+      matrix:
+        notebook: ['notebooks/train-lightgbm-local.ipynb']
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with: 
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run notebook
+      run: papermill ${{matrix.notebook}} out.ipynb -k python

.github/workflows/run-tutorial-ai.yml

@@ -0,0 +1,35 @@
+name: run-tutorial-ai
+on:
+  schedule:
+    - cron: "0 0/1 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - tutorials/an-introduction/**
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run 1.hello-world.ipynb
+      run: papermill tutorials/an-introduction/1.hello-world.ipynb - -k python
+    - name: run 2.pytorch-model.ipynb
+      run: papermill tutorials/an-introduction/2.pytorch-model.ipynb - -k python
+    - name: run 3.pytorch-model-cloud-data.ipynb
+      run: papermill tutorials/an-introduction/3.pytorch-model-cloud-data.ipynb - -k python

.github/workflows/run-tutorial-awp.yml

@@ -0,0 +1,31 @@
+name: run-tutorial-awp
+on:
+  schedule:
+    - cron: "0 0/2 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - tutorials/automl-with-pycaret/**
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run 1.classification.ipynb
+      run: papermill tutorials/automl-with-pycaret/1.classification.ipynb - -k python

.github/workflows/run-tutorial-de.yml

@@ -0,0 +1,31 @@
+name: run-tutorial-de
+on:
+  schedule:
+    - cron: "0 0/2 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - tutorials/deploy-edge/**
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run ase-gpu.ipynb
+      run: papermill tutorials/deploy-edge/ase-gpu.ipynb - -k python

.github/workflows/run-tutorial-dt.yml

@@ -0,0 +1,37 @@
+name: run-tutorial-dt
+on:
+  schedule:
+    - cron: "0 */2 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - tutorials/deploy-triton/**
+jobs:
+  build:
+    runs-on: ubuntu-latest 
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install
+      run: pip install -r requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZ_AE_CREDS}}
+    - name: install azmlcli
+      run: az extension add -s https://azurecliext.blob.core.windows.net/release/azure_cli_ml-1.15.0-py3-none-any.whl -y
+    - name: attach to workspace
+      run: az ml folder attach -w default -g azureml-examples
+    - name: run 0.write-files.ipynb
+      run: papermill tutorials/deploy-triton/0.write-files.ipynb - -k python
+    - name: run 1.densenet-local.ipynb
+      run: echo "fix me :("
+    #  run: papermill tutorials/deploy-triton/1.densenet-local.ipynb - -k python
+    - name: run 2.bidaf-aks-v100.ipynb
+      run: echo "fix me :("
+    #  run: papermill tutorials/deploy-triton/2.bidaf-aks-v100.ipynb - -k python