diff --git a/.github/workflows/sdk-assets-data-data.yml b/.github/workflows/sdk-assets-data-data.yml index e446b4cd4a3..f4e419a31bf 100644 --- a/.github/workflows/sdk-assets-data-data.yml +++ b/.github/workflows/sdk-assets-data-data.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-custom-outputs-parquet-custom-output-batch.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-custom-outputs-parquet-custom-output-batch.yml index 130e3aab184..38a94cdb64f 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-custom-outputs-parquet-custom-output-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-custom-outputs-parquet-custom-output-batch.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-heart-classifier-mlflow-mlflow-for-batch-tabular.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-heart-classifier-mlflow-mlflow-for-batch-tabular.yml index a78be041243..fa710a887cf 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-heart-classifier-mlflow-mlflow-for-batch-tabular.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-heart-classifier-mlflow-mlflow-for-batch-tabular.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-huggingface-text-summarization-text-summarization-batch.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-huggingface-text-summarization-text-summarization-batch.yml index 5e46aa91d19..252ed21bb14 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-huggingface-text-summarization-text-summarization-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-huggingface-text-summarization-text-summarization-batch.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml index 407f002496c..5e9111df204 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml index b2886bec328..a152ddd645d 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml b/.github/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml index 79ccb925a45..48c6c52faec 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml index e28a343b8fc..f272724f407 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml index 64276b96779..1e31a771fcd 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml index da026451c07..a50e5dabf33 100644 --- a/.github/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml +++ b/.github/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml index 8a4b2fb110f..af1cf90e2ca 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml index 4af257c091f..0728954bc49 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml b/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml index bb35361080f..18197d77ded 100644 --- a/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml +++ b/.github/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml index f3c7b73353e..dcd074f4db9 100644 --- a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml +++ b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml index 764e2c3ef10..85b9560f868 100644 --- a/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml +++ b/.github/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml b/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml index 6f876f91e71..5e57da87f89 100644 --- a/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml +++ b/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml b/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml index 34aa764831d..8e68c478da2 100644 --- a/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml +++ b/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml index 29bb03a090e..b80fe75f226 100644 --- a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml +++ b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml index d730e6bdb18..afcd586fc08 100644 --- a/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml +++ b/.github/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml index 1b30445039d..41e7a4fba09 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-binary-payloads.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml index 2a7babfcb24..27eaa30404c 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-inference-schema.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml index b72b1bc1876..67d67b145c7 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-keyvault.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml index 2521f4b0e47..e15e94f5c25 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml index 566d1294bd9..123a42d69d9 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-openapi.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml index 53dab7f726a..d4d23755897 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml index 161a3b48337..859316a0382 100644 --- a/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml +++ b/.github/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml index 37cddc8f66a..2e918fd0a0b 100644 --- a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml +++ b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml index fc563893275..75dffcaab81 100644 --- a/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml +++ b/.github/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml b/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml index 5eb3bfb2085..8a39d930c6e 100644 --- a/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml +++ b/.github/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml @@ -19,6 +19,7 @@ on: - sdk/python/dev-requirements.txt - infra/bootstrapping/** - sdk/python/setup.sh + concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true @@ -31,7 +32,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml b/.github/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml index 4df19e07081..cea4dfd3fb5 100644 --- a/.github/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml +++ b/.github/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-foundation-models-system-import-import_model_into_registry.yml b/.github/workflows/sdk-foundation-models-system-import-import_model_into_registry.yml index d1bf2daac10..953ae01ee46 100644 --- a/.github/workflows/sdk-foundation-models-system-import-import_model_into_registry.yml +++ b/.github/workflows/sdk-foundation-models-system-import-import_model_into_registry.yml @@ -34,7 +34,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: azure login diff --git a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml index 66bcfcb7ff2..e046b707a7f 100644 --- a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml +++ b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml index 2b9ba6a1eef..213bbdc2830 100644 --- a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml +++ b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml index 16efe48780f..f0ddfec3ef6 100644 --- a/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml +++ b/.github/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml b/.github/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml index 6f31e57e54a..2f4f6940416 100644 --- a/.github/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml +++ b/.github/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/.github/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml b/.github/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml index 1bcabafcac3..ce180664ae7 100644 --- a/.github/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml +++ b/.github/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml @@ -31,7 +31,7 @@ jobs: - name: setup python uses: actions/setup-python@v2 with: - python-version: "3.8" + python-version: "3.10" - name: pip install notebook reqs run: pip install -r sdk/python/dev-requirements.txt - name: pip install mlflow reqs diff --git a/sdk/python/README.md b/sdk/python/README.md index effbc04f4ec..a666b925c2b 100644 --- a/sdk/python/README.md +++ b/sdk/python/README.md @@ -49,16 +49,20 @@ Test Status is for branch - **_main_** |endpoints|batch|[imagenet-classifier-batch](endpoints/batch/deploy-models/imagenet-classifier/imagenet-classifier-batch.ipynb)|*no description*|[![imagenet-classifier-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-batch.yml)| |endpoints|batch|[imagenet-classifier-mlflow](endpoints/batch/deploy-models/imagenet-classifier/imagenet-classifier-mlflow.ipynb)|*no description*|[![imagenet-classifier-mlflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-imagenet-classifier-imagenet-classifier-mlflow.yml)| |endpoints|batch|[mnist-batch](endpoints/batch/deploy-models/mnist-classifier/mnist-batch.ipynb)|Create and test batch endpoint and deployement|[![mnist-batch](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-mnist-classifier-mnist-batch.yml)| +|endpoints|batch|[deploy-and-test](endpoints/batch/deploy-models/openai-embeddings/deploy-and-test.ipynb)|*no description*|[![deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-openai-embeddings-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-models-openai-embeddings-deploy-and-test.yml)| |endpoints|batch|[sdk-deploy-and-test](endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-batch-scoring-with-preprocessing-sdk-deploy-and-test.yml)| |endpoints|batch|[sdk-deploy-and-test](endpoints/batch/deploy-pipelines/hello-batch/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-hello-batch-sdk-deploy-and-test.yml)| |endpoints|batch|[sdk-deploy-and-test](endpoints/batch/deploy-pipelines/training-with-components/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-batch-deploy-pipelines-training-with-components-sdk-deploy-and-test.yml)| |endpoints|online|[online-endpoints-custom-container-multimodel](endpoints/online/custom-container/online-endpoints-custom-container-multimodel.ipynb)|*no description*|[![online-endpoints-custom-container-multimodel](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container-multimodel.yml)| |endpoints|online|[online-endpoints-custom-container](endpoints/online/custom-container/online-endpoints-custom-container.ipynb)|Deploy a custom container as an online endpoint. Use web servers other than the default Python Flask server used by Azure ML without losing the benefits of Azure ML's built-in monitoring, scaling, alerting, and authentication.|[![online-endpoints-custom-container](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-online-endpoints-custom-container.yml)| |endpoints|online|[online-endpoints-triton-cc](endpoints/online/custom-container/triton/online-endpoints-triton-cc.ipynb)|Deploy a custom container as an online endpoint. Use web servers other than the default Python Flask server used by Azure ML without losing the benefits of Azure ML's built-in monitoring, scaling, alerting, and authentication.|[![online-endpoints-triton-cc](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-custom-container-triton-online-endpoints-triton-cc.yml)| +|endpoints|online|[sdk-deploy-and-test](endpoints/online/deploy-with-packages/custom-model/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-custom-model-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-custom-model-sdk-deploy-and-test.yml)| +|endpoints|online|[sdk-deploy-and-test](endpoints/online/deploy-with-packages/mlflow-model/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-mlflow-model-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-mlflow-model-sdk-deploy-and-test.yml)| +|endpoints|online|[sdk-deploy-and-test](endpoints/online/deploy-with-packages/registry-model/sdk-deploy-and-test.ipynb)|*no description*|[![sdk-deploy-and-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-registry-model-sdk-deploy-and-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-deploy-with-packages-registry-model-sdk-deploy-and-test.yml)| |endpoints|online|[kubernetes-online-endpoints-safe-rollout](endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb)|Safely rollout a new version of a web service to production by rolling out the change to a small subset of users/requests before rolling it out completely|[![kubernetes-online-endpoints-safe-rollout](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml)| |endpoints|online|[kubernetes-online-endpoints-simple-deployment](endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb)|Use an online endpoint to deploy your model, so you don't have to create and manage the underlying infrastructure|[![kubernetes-online-endpoints-simple-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml)| -|endpoints|online|[1_langchain_basic_deploy](endpoints/online/llm/langchain/1_langchain_basic_deploy.ipynb)|Use an online endpoint to deploy a Langchain application, combining the power of LLMs with Azure ML's inferencing management.|[![1_langchain_basic_deploy](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml)| -|endpoints|online|[1_semantic_http_server](endpoints/online/llm/semantic-kernel/1_semantic_http_server.ipynb)|Use an online endpoint to deploy a Semantic Kernel application, combining the power of LLMs with Azure ML's inferencing management.|[![1_semantic_http_server](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml)| +|endpoints|online|[1_langchain_basic_deploy](endpoints/online/llm/langchain/1_langchain_basic_deploy.ipynb)|*no description*|[![1_langchain_basic_deploy](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml)| +|endpoints|online|[1_semantic_http_server](endpoints/online/llm/semantic-kernel/1_semantic_http_server.ipynb)|*no description*|[![1_semantic_http_server](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml)| |endpoints|online|[debug-online-endpoints-locally-in-visual-studio-code](endpoints/online/managed/debug-online-endpoints-locally-in-visual-studio-code.ipynb)|*no description* - _This sample is excluded from automated tests_|[![debug-online-endpoints-locally-in-visual-studio-code](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-debug-online-endpoints-locally-in-visual-studio-code.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-debug-online-endpoints-locally-in-visual-studio-code.yml)| |endpoints|online|[online-endpoints-managed-identity-sai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb)|*no description*|[![online-endpoints-managed-identity-sai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml)| |endpoints|online|[online-endpoints-managed-identity-uai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb)|*no description*|[![online-endpoints-managed-identity-uai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml)| @@ -72,15 +76,18 @@ Test Status is for branch - **_main_** |endpoints|online|[online-endpoints-deploy-mlflow-model-with-script](endpoints/online/mlflow/online-endpoints-deploy-mlflow-model-with-script.ipynb)|Deploy an mlflow model to an online endpoint. This will be a no-code-deployment. It doesn't require scoring script and environment.|[![online-endpoints-deploy-mlflow-model-with-script](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model-with-script.yml)| |endpoints|online|[online-endpoints-deploy-mlflow-model](endpoints/online/mlflow/online-endpoints-deploy-mlflow-model.ipynb)|Deploy an mlflow model to an online endpoint. This will be a no-code-deployment. It doesn't require scoring script and environment.|[![online-endpoints-deploy-mlflow-model](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-mlflow-online-endpoints-deploy-mlflow-model.yml)| |endpoints|online|[online-endpoints-triton](endpoints/online/triton/single-model/online-endpoints-triton.ipynb)|Deploy a custom container as an online endpoint. Use web servers other than the default Python Flask server used by Azure ML without losing the benefits of Azure ML's built-in monitoring, scaling, alerting, and authentication.|[![online-endpoints-triton](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-triton-single-model-online-endpoints-triton.yml)| +|featurestore_sample|automation-test|[test_featurestore_cli_samples](featurestore_sample/automation-test/test_featurestore_cli_samples.ipynb)|*no description*|[![test_featurestore_cli_samples](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-automation-test-test_featurestore_cli_samples.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-automation-test-test_featurestore_cli_samples.yml)| +|featurestore_sample|automation-test|[test_featurestore_sdk_samples](featurestore_sample/automation-test/test_featurestore_sdk_samples.ipynb)|*no description*|[![test_featurestore_sdk_samples](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-automation-test-test_featurestore_sdk_samples.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-automation-test-test_featurestore_sdk_samples.yml)| |featurestore_sample|notebooks|[1. Develop a feature set and register with managed feature store](featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb)|*no description*|[![1. Develop a feature set and register with managed feature store](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-1. Develop a feature set and register with managed feature store.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-1. Develop a feature set and register with managed feature store.yml)| -|featurestore_sample|notebooks|[2. Enable materialization and backfill feature data](featurestore_sample/notebooks/sdk_and_cli/2. Enable materialization and backfill feature data.ipynb)|*no description*|[![2. Enable materialization and backfill feature data](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-2. Enable materialization and backfill feature data.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-2. Enable materialization and backfill feature data.yml)| -|featurestore_sample|notebooks|[3. Experiment and train models using features](featurestore_sample/notebooks/sdk_and_cli/3. Experiment and train models using features.ipynb)|*no description*|[![3. Experiment and train models using features](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-3. Experiment and train models using features.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-3. Experiment and train models using features.yml)| -|featurestore_sample|notebooks|[4. Enable recurrent materialization and run batch inference](featurestore_sample/notebooks/sdk_and_cli/4. Enable recurrent materialization and run batch inference.ipynb)|*no description*|[![4. Enable recurrent materialization and run batch inference](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-4. Enable recurrent materialization and run batch inference.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-4. Enable recurrent materialization and run batch inference.yml)| +|featurestore_sample|notebooks|[2. Experiment and train models using features](featurestore_sample/notebooks/sdk_and_cli/2. Experiment and train models using features.ipynb)|*no description*|[![2. Experiment and train models using features](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-2. Experiment and train models using features.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-2. Experiment and train models using features.yml)| +|featurestore_sample|notebooks|[3. Enable recurrent materialization and run batch inference](featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb)|*no description*|[![3. Enable recurrent materialization and run batch inference](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-3. Enable recurrent materialization and run batch inference.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-3. Enable recurrent materialization and run batch inference.yml)| |featurestore_sample|notebooks|[Network Isolation for Feature store](featurestore_sample/notebooks/sdk_and_cli/network_isolation/Network Isolation for Feature store.ipynb)|*no description*|[![Network Isolation for Feature store](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-network_isolation-Network Isolation for Feature store.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_and_cli-network_isolation-Network Isolation for Feature store.yml)| |featurestore_sample|notebooks|[1. Develop a feature set and register with managed feature store](featurestore_sample/notebooks/sdk_only/1. Develop a feature set and register with managed feature store.ipynb)|*no description*|[![1. Develop a feature set and register with managed feature store](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-1. Develop a feature set and register with managed feature store.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-1. Develop a feature set and register with managed feature store.yml)| -|featurestore_sample|notebooks|[2. Enable materialization and backfill feature data](featurestore_sample/notebooks/sdk_only/2. Enable materialization and backfill feature data.ipynb)|*no description*|[![2. Enable materialization and backfill feature data](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-2. Enable materialization and backfill feature data.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-2. Enable materialization and backfill feature data.yml)| -|featurestore_sample|notebooks|[3. Experiment and train models using features](featurestore_sample/notebooks/sdk_only/3. Experiment and train models using features.ipynb)|*no description*|[![3. Experiment and train models using features](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-3. Experiment and train models using features.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-3. Experiment and train models using features.yml)| -|featurestore_sample|notebooks|[4. Enable recurrent materialization and run batch inference](featurestore_sample/notebooks/sdk_only/4. Enable recurrent materialization and run batch inference.ipynb)|*no description*|[![4. Enable recurrent materialization and run batch inference](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-4. Enable recurrent materialization and run batch inference.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-4. Enable recurrent materialization and run batch inference.yml)| +|featurestore_sample|notebooks|[2. Experiment and train models using features](featurestore_sample/notebooks/sdk_only/2. Experiment and train models using features.ipynb)|*no description*|[![2. Experiment and train models using features](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-2. Experiment and train models using features.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-2. Experiment and train models using features.yml)| +|featurestore_sample|notebooks|[3. Enable recurrent materialization and run batch inference](featurestore_sample/notebooks/sdk_only/3. Enable recurrent materialization and run batch inference.ipynb)|*no description*|[![3. Enable recurrent materialization and run batch inference](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-3. Enable recurrent materialization and run batch inference.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-3. Enable recurrent materialization and run batch inference.yml)| +|featurestore_sample|notebooks|[4. Enable online store and run online inference](featurestore_sample/notebooks/sdk_only/4. Enable online store and run online inference.ipynb)|*no description*|[![4. Enable online store and run online inference](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-4. Enable online store and run online inference.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-4. Enable online store and run online inference.yml)| +|featurestore_sample|notebooks|[5. Develop a feature set with custom source](featurestore_sample/notebooks/sdk_only/5. Develop a feature set with custom source.ipynb)|*no description*|[![5. Develop a feature set with custom source](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-5. Develop a feature set with custom source.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-5. Develop a feature set with custom source.yml)| +|featurestore_sample|notebooks|[ADB Example - Develop a feature set and register with managed feature store](featurestore_sample/notebooks/sdk_only/ADB Example - Develop a feature set and register with managed feature store.ipynb)|*no description*|[![ADB Example - Develop a feature set and register with managed feature store](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-ADB Example - Develop a feature set and register with managed feature store.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-featurestore_sample-notebooks-sdk_only-ADB Example - Develop a feature set and register with managed feature store.yml)| |foundation-models|azure_openai|[openai_completions_finetune](foundation-models/azure_openai/oai-v1/openai_completions_finetune.ipynb)|*no description*|[![openai_completions_finetune](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-azure_openai-oai-v1-openai_completions_finetune.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-azure_openai-oai-v1-openai_completions_finetune.yml)| |foundation-models|azure_openai|[openai_chat_finetune_pipeline](foundation-models/azure_openai/oai-v2/openai_chat_finetune_pipeline.ipynb)|*no description*|[![openai_chat_finetune_pipeline](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-azure_openai-oai-v2-openai_chat_finetune_pipeline.yml)| |foundation-models|huggingface|[question-answering-online-endpoint](foundation-models/huggingface/inference/question-answering/question-answering-online-endpoint.ipynb)|*no description*|[![question-answering-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-question-answering-question-answering-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-question-answering-question-answering-online-endpoint.yml)| @@ -89,6 +96,10 @@ Test Status is for branch - **_main_** |foundation-models|huggingface|[translation-online-endpoint](foundation-models/huggingface/inference/translation/translation-online-endpoint.ipynb)|*no description*|[![translation-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-translation-translation-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-translation-translation-online-endpoint.yml)| |foundation-models|huggingface|[zero-shot-classification-online-endpoint](foundation-models/huggingface/inference/zero-shot-classification/zero-shot-classification-online-endpoint.ipynb)|*no description*|[![zero-shot-classification-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-zero-shot-classification-zero-shot-classification-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-huggingface-inference-zero-shot-classification-zero-shot-classification-online-endpoint.yml)| |foundation-models|system|[fill-mask](foundation-models/system/evaluation/fill-mask/fill-mask.ipynb)|*no description*|[![fill-mask](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-fill-mask-fill-mask.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-fill-mask-fill-mask.yml)| +|foundation-models|system|[image-multiclass-classification](foundation-models/system/evaluation/image-classification/multiclass-classification/image-multiclass-classification.ipynb)|*no description*|[![image-multiclass-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-classification-multiclass-classification-image-multiclass-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-classification-multiclass-classification-image-multiclass-classification.yml)| +|foundation-models|system|[image-multilabel-classification](foundation-models/system/evaluation/image-classification/multilabel-classification/image-multilabel-classification.ipynb)|*no description*|[![image-multilabel-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-classification-multilabel-classification-image-multilabel-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-classification-multilabel-classification-image-multilabel-classification.yml)| +|foundation-models|system|[image-instance-segmentation](foundation-models/system/evaluation/image-instance-segmentation/image-instance-segmentation.ipynb)|*no description*|[![image-instance-segmentation](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-instance-segmentation-image-instance-segmentation.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-instance-segmentation-image-instance-segmentation.yml)| +|foundation-models|system|[image-object-detection](foundation-models/system/evaluation/image-object-detection/image-object-detection.ipynb)|*no description*|[![image-object-detection](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-object-detection-image-object-detection.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-image-object-detection-image-object-detection.yml)| |foundation-models|system|[question-answering](foundation-models/system/evaluation/question-answering/question-answering.ipynb)|*no description*|[![question-answering](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-question-answering-question-answering.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-question-answering-question-answering.yml)| |foundation-models|system|[abstractive-and-extractive-summarization](foundation-models/system/evaluation/summarization/abstractive-and-extractive-summarization.ipynb)|*no description*|[![abstractive-and-extractive-summarization](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-summarization-abstractive-and-extractive-summarization.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-summarization-abstractive-and-extractive-summarization.yml)| |foundation-models|system|[entailment-contradiction](foundation-models/system/evaluation/text-classification/entailment-contradiction.ipynb)|*no description*|[![entailment-contradiction](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-text-classification-entailment-contradiction.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-text-classification-entailment-contradiction.yml)| @@ -96,41 +107,99 @@ Test Status is for branch - **_main_** |foundation-models|system|[text-generation](foundation-models/system/evaluation/text-generation/text-generation.ipynb)|*no description*|[![text-generation](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-text-generation-text-generation.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-text-generation-text-generation.yml)| |foundation-models|system|[news-articles-entity-recognition](foundation-models/system/evaluation/token-classification/news-articles-entity-recognition.ipynb)|*no description*|[![news-articles-entity-recognition](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-token-classification-news-articles-entity-recognition.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-token-classification-news-articles-entity-recognition.yml)| |foundation-models|system|[translation-romanian-to-english](foundation-models/system/evaluation/translation/translation-romanian-to-english.ipynb)|*no description*|[![translation-romanian-to-english](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-translation-translation-romanian-to-english.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-evaluation-translation-translation-romanian-to-english.yml)| +|foundation-models|system|[emotion-detection-llama-multinode-serverless](foundation-models/system/finetune/Llama-notebooks/multinode-text-classification/emotion-detection-llama-multinode-serverless.ipynb)|*no description*|[![emotion-detection-llama-multinode-serverless](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-multinode-text-classification-emotion-detection-llama-multinode-serverless.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-multinode-text-classification-emotion-detection-llama-multinode-serverless.yml)| +|foundation-models|system|[emotion-detection-llama-multinode](foundation-models/system/finetune/Llama-notebooks/multinode-text-classification/emotion-detection-llama-multinode.ipynb)|*no description*|[![emotion-detection-llama-multinode](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-multinode-text-classification-emotion-detection-llama-multinode.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-multinode-text-classification-emotion-detection-llama-multinode.yml)| +|foundation-models|system|[emotion-detection-llama-serverless-compute](foundation-models/system/finetune/Llama-notebooks/text-classification/emotion-detection-llama-serverless-compute.ipynb)|*no description*|[![emotion-detection-llama-serverless-compute](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-classification-emotion-detection-llama-serverless-compute.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-classification-emotion-detection-llama-serverless-compute.yml)| +|foundation-models|system|[emotion-detection-llama](foundation-models/system/finetune/Llama-notebooks/text-classification/emotion-detection-llama.ipynb)|*no description*|[![emotion-detection-llama](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-classification-emotion-detection-llama.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-classification-emotion-detection-llama.yml)| +|foundation-models|system|[abstractive_qna_with_text_gen](foundation-models/system/finetune/Llama-notebooks/text-generation/abstractive_qna_with_text_gen.ipynb)|*no description*|[![abstractive_qna_with_text_gen](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-generation-abstractive_qna_with_text_gen.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-generation-abstractive_qna_with_text_gen.yml)| +|foundation-models|system|[summarization_with_text_gen](foundation-models/system/finetune/Llama-notebooks/text-generation/summarization_with_text_gen.ipynb)|*no description*|[![summarization_with_text_gen](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-generation-summarization_with_text_gen.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-Llama-notebooks-text-generation-summarization_with_text_gen.yml)| +|foundation-models|system|[hftransformers-fridgeobjects-multiclass-classification](foundation-models/system/finetune/image-classification/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.ipynb)|*no description*|[![hftransformers-fridgeobjects-multiclass-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-image-classification-multiclass-classification-hftransformers-fridgeobjects-multiclass-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-image-classification-multiclass-classification-hftransformers-fridgeobjects-multiclass-classification.yml)| +|foundation-models|system|[hftransformers-fridgeobjects-multilabel-classification](foundation-models/system/finetune/image-classification/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.ipynb)|*no description*|[![hftransformers-fridgeobjects-multilabel-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-image-classification-multilabel-classification-hftransformers-fridgeobjects-multilabel-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-finetune-image-classification-multilabel-classification-hftransformers-fridgeobjects-multilabel-classification.yml)| +|foundation-models|system|[mmdetection-fridgeobjects-instance-segmentation](foundation-models/system/finetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.ipynb)|*no 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description*|[![text-generation-online-endpoint-dolly](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-generation-text-generation-online-endpoint-dolly.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-generation-text-generation-online-endpoint-dolly.yml)| +|foundation-models|system|[text-generation-online-endpoint-oss](foundation-models/system/inference/text-generation/text-generation-online-endpoint-oss.ipynb)|*no description*|[![text-generation-online-endpoint-oss](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-generation-text-generation-online-endpoint-oss.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-generation-text-generation-online-endpoint-oss.yml)| 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description*|[![image-text-to-image-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-image-text-to-image-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-image-text-to-image-online-endpoint.yml)| +|foundation-models|system|[safe-image-text-to-image-batch-deployment](foundation-models/system/inference/text-to-image/safe-image-text-to-image-batch-deployment.ipynb)|*no description*|[![safe-image-text-to-image-batch-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-image-text-to-image-batch-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-image-text-to-image-batch-deployment.yml)| 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description*|[![safe-text-to-image-batch-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-batch-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-batch-deployment.yml)| +|foundation-models|system|[safe-text-to-image-inpainting-batch-deployment](foundation-models/system/inference/text-to-image/safe-text-to-image-inpainting-batch-deployment.ipynb)|*no description*|[![safe-text-to-image-inpainting-batch-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-inpainting-batch-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-inpainting-batch-deployment.yml)| 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description*|[![safe-text-to-image-online-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-online-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-safe-text-to-image-online-deployment.yml)| +|foundation-models|system|[text-to-image-batch-endpoint](foundation-models/system/inference/text-to-image/text-to-image-batch-endpoint.ipynb)|*no description*|[![text-to-image-batch-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-batch-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-batch-endpoint.yml)| 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description*|[![text-to-image-inpainting-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-inpainting-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-inpainting-online-endpoint.yml)| +|foundation-models|system|[text-to-image-online-endpoint](foundation-models/system/inference/text-to-image/text-to-image-online-endpoint.ipynb)|*no description*|[![text-to-image-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-text-to-image-text-to-image-online-endpoint.yml)| |foundation-models|system|[token-classification-batch-endpoint](foundation-models/system/inference/token-classification/token-classification-batch-endpoint.ipynb)|*no description*|[![token-classification-batch-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-batch-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-batch-endpoint.yml)| +|foundation-models|system|[token-classification-online-endpoint-oss](foundation-models/system/inference/token-classification/token-classification-online-endpoint-oss.ipynb)|*no description*|[![token-classification-online-endpoint-oss](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-online-endpoint-oss.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-online-endpoint-oss.yml)| |foundation-models|system|[token-classification-online-endpoint](foundation-models/system/inference/token-classification/token-classification-online-endpoint.ipynb)|*no description*|[![token-classification-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-token-classification-token-classification-online-endpoint.yml)| 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description*|[![translation-online-endpoint-oss](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-translation-translation-online-endpoint-oss.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-translation-translation-online-endpoint-oss.yml)| |foundation-models|system|[translation-online-endpoint](foundation-models/system/inference/translation/translation-online-endpoint.ipynb)|*no description*|[![translation-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-translation-translation-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-translation-translation-online-endpoint.yml)| -|generative-ai|promptflow|[create_faiss_index](generative-ai/promptflow/create_faiss_index.ipynb)|*no description*|| -|generative-ai|rag|[acs_mlindex_with_langchain](generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb)|*no description*|| -|generative-ai|rag|[s3_to_acs_mlindex_with_langchain](generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb)|*no description*|| -|generative-ai|rag|[db_copilot_with_rag](generative-ai/rag/notebooks/db_copilot_with_rag.ipynb)|*no description*|| -|generative-ai|rag|[faiss_mlindex_with_langchain](generative-ai/rag/notebooks/faiss/faiss_mlindex_with_langchain.ipynb)|*no description*|| -|generative-ai|rag|| -|generative-ai|rag|[url_to_faiss_incremental_embeddings_with_tabular_data](generative-ai/rag/notebooks/faiss/url_to_faiss_incremental_embeddings_with_tabular_data.ipynb)|*no description*|| -|generative-ai|rag|[mlindex_with_testgen](generative-ai/rag/notebooks/mlindex_with_testgen.ipynb)|*no description*|| 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description*|[![visual-question-answering-batch-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-visual-question-answering-visual-question-answering-batch-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-visual-question-answering-visual-question-answering-batch-endpoint.yml)| +|foundation-models|system|[visual-question-answering-online-endpoint](foundation-models/system/inference/visual-question-answering/visual-question-answering-online-endpoint.ipynb)|*no description*|[![visual-question-answering-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-visual-question-answering-visual-question-answering-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-visual-question-answering-visual-question-answering-online-endpoint.yml)| +|foundation-models|system|[zero-shot-image-classification-batch-endpoint](foundation-models/system/inference/zero-shot-image-classification/zero-shot-image-classification-batch-endpoint.ipynb)|*no description*|[![zero-shot-image-classification-batch-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-zero-shot-image-classification-zero-shot-image-classification-batch-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-zero-shot-image-classification-zero-shot-image-classification-batch-endpoint.yml)| +|foundation-models|system|[zero-shot-image-classification-online-endpoint](foundation-models/system/inference/zero-shot-image-classification/zero-shot-image-classification-online-endpoint.ipynb)|*no description*|[![zero-shot-image-classification-online-endpoint](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-zero-shot-image-classification-zero-shot-image-classification-online-endpoint.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-foundation-models-system-inference-zero-shot-image-classification-zero-shot-image-classification-online-endpoint.yml)| +|generative-ai|promptflow|[create_faiss_index](generative-ai/promptflow/create_faiss_index.ipynb)|*no description*|[![create_faiss_index](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-promptflow-create_faiss_index.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-promptflow-create_faiss_index.yml)| +|generative-ai|rag|[test](generative-ai/rag/code_first/flows/chat-with-index/src/test.ipynb)|*no description*|[![test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-code_first-flows-chat-with-index-src-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-code_first-flows-chat-with-index-src-test.yml)| +|generative-ai|rag|[acs_mlindex_with_langchain](generative-ai/rag/notebooks/azure_cognitive_search/acs_mlindex_with_langchain.ipynb)|*no description*|[![acs_mlindex_with_langchain](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-azure_cognitive_search-acs_mlindex_with_langchain.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-azure_cognitive_search-acs_mlindex_with_langchain.yml)| +|generative-ai|rag|[s3_to_acs_mlindex_with_langchain](generative-ai/rag/notebooks/azure_cognitive_search/s3_to_acs_mlindex_with_langchain.ipynb)|*no description*|[![s3_to_acs_mlindex_with_langchain](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-azure_cognitive_search-s3_to_acs_mlindex_with_langchain.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-azure_cognitive_search-s3_to_acs_mlindex_with_langchain.yml)| +|generative-ai|rag|[crack_pdfs_with_azure_document_intelligence](generative-ai/rag/notebooks/custom_crack_and_chunk/crack_pdfs_with_azure_document_intelligence.ipynb)|*no description*|[![crack_pdfs_with_azure_document_intelligence](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-custom_crack_and_chunk-crack_pdfs_with_azure_document_intelligence.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-custom_crack_and_chunk-crack_pdfs_with_azure_document_intelligence.yml)| 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description*|[![pinecone_mlindex_with_langchain](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-pinecone-pinecone_mlindex_with_langchain.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-pinecone-pinecone_mlindex_with_langchain.yml)| +|generative-ai|rag|[s3_to_pinecone_mlindex_with_langchain](generative-ai/rag/notebooks/pinecone/s3_to_pinecone_mlindex_with_langchain.ipynb)|*no description*|[![s3_to_pinecone_mlindex_with_langchain](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-pinecone-s3_to_pinecone_mlindex_with_langchain.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-pinecone-s3_to_pinecone_mlindex_with_langchain.yml)| +|generative-ai|rag|[qa_data_generation](generative-ai/rag/notebooks/qa_data_generation.ipynb)|*no description*|[![qa_data_generation](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-qa_data_generation.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-generative-ai-rag-notebooks-qa_data_generation.yml)| +|jobs|automl-standalone-jobs|[script_run_notebook](jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/artifact_downloads/outputs/generated_code/script_run_notebook.ipynb)|*no description*|[![script_run_notebook](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-artifact_downloads-outputs-generated_code-script_run_notebook.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-artifact_downloads-outputs-generated_code-script_run_notebook.yml)| |jobs|automl-standalone-jobs|[automl-classification-task-bankmarketing-serverless](jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-serverless.ipynb)|*no description*|[![automl-classification-task-bankmarketing-serverless](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing-serverless.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing-serverless.yml)| |jobs|automl-standalone-jobs|[automl-classification-task-bankmarketing](jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb)|*no description*|[![automl-classification-task-bankmarketing](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml)| |jobs|automl-standalone-jobs|[mlflow-model-local-inference-test](jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/mlflow-model-local-inference-test.ipynb)|*no description* - _This sample is excluded from automated tests_|[![mlflow-model-local-inference-test](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-mlflow-model-local-inference-test.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-mlflow-model-local-inference-test.yml)| @@ -185,7 +254,7 @@ Test Status is for branch - **_main_** |jobs|pipelines|[pipeline_with_spark_nodes](jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb)|Create pipeline with spark node|[![pipeline_with_spark_nodes](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1i_pipeline_with_spark_nodes-pipeline_with_spark_nodes.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1i_pipeline_with_spark_nodes-pipeline_with_spark_nodes.yml)| |jobs|pipelines|[nyc_taxi_data_regression_with_pipeline_component](jobs/pipelines/1j_pipeline_with_pipeline_component/nyc_taxi_data_regression_with_pipeline_component/nyc_taxi_data_regression_with_pipeline_component.ipynb)|Create pipeline with CommandComponents from local YAML file|[![nyc_taxi_data_regression_with_pipeline_component](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1j_pipeline_with_pipeline_component-nyc_taxi_data_regression_with_pipeline_component-nyc_taxi_data_regression_with_pipeline_component.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1j_pipeline_with_pipeline_component-nyc_taxi_data_regression_with_pipeline_component-nyc_taxi_data_regression_with_pipeline_component.yml)| |jobs|pipelines|[pipeline_with_train_eval_pipeline_component](jobs/pipelines/1j_pipeline_with_pipeline_component/pipeline_with_train_eval_pipeline_component/pipeline_with_train_eval_pipeline_component.ipynb)|Create pipeline with CommandComponents from local YAML file|[![pipeline_with_train_eval_pipeline_component](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1j_pipeline_with_pipeline_component-pipeline_with_train_eval_pipeline_component-pipeline_with_train_eval_pipeline_component.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1j_pipeline_with_pipeline_component-pipeline_with_train_eval_pipeline_component-pipeline_with_train_eval_pipeline_component.yml)| -|jobs|pipelines|[automl-forecasting-demand-hierarchical-timeseries-in-pipeline](jobs/pipelines/1k_demand_forecasting_with_pipeline_components/automl-forecasting-demand-hierarchical-timeseries-in-pipeline/automl-forecasting-demand-hierarchical-timeseries-in-pipeline.ipynb)|*no description*|[![automl-forecasting-demand-hierarchical-timeseries-in-pipeline](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-hierarchical-timeseries-in-pipeline-automl-forecasting-demand-hierarchical-timeseries-in-pipeline.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-hierarchical-timeseries-in-pipeline-automl-forecasting-demand-hierarchical-timeseries-in-pipeline.yml)| +|jobs|pipelines|[automl-forecasting-demand-hts](jobs/pipelines/1k_demand_forecasting_with_pipeline_components/automl-forecasting-demand-hierarchical-timeseries-in-pipeline/automl-forecasting-demand-hts.ipynb)|*no description*|[![automl-forecasting-demand-hts](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-hierarchical-timeseries-in-pipeline-automl-forecasting-demand-hts.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-hierarchical-timeseries-in-pipeline-automl-forecasting-demand-hts.yml)| |jobs|pipelines|[automl-forecasting-demand-many-models-in-pipeline](jobs/pipelines/1k_demand_forecasting_with_pipeline_components/automl-forecasting-demand-many-models-in-pipeline/automl-forecasting-demand-many-models-in-pipeline.ipynb)|*no description*|[![automl-forecasting-demand-many-models-in-pipeline](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-many-models-in-pipeline-automl-forecasting-demand-many-models-in-pipeline.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1k_demand_forecasting_with_pipeline_components-automl-forecasting-demand-many-models-in-pipeline-automl-forecasting-demand-many-models-in-pipeline.yml)| |jobs|pipelines|[flow_in_pipeline](jobs/pipelines/1l_flow_in_pipeline/flow_in_pipeline.ipynb)|Create pipeline using components to run a distributed job with tensorflow|[![flow_in_pipeline](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1l_flow_in_pipeline-flow_in_pipeline.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-1l_flow_in_pipeline-flow_in_pipeline.yml)| |jobs|pipelines|[train_mnist_with_tensorflow](jobs/pipelines/2a_train_mnist_with_tensorflow/train_mnist_with_tensorflow.ipynb)|Create pipeline using components to run a distributed job with tensorflow|[![train_mnist_with_tensorflow](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-jobs-pipelines-2a_train_mnist_with_tensorflow-train_mnist_with_tensorflow.yml)| @@ -220,18 +289,24 @@ Test Status is for branch - **_main_** |resources|datastores|[datastore](resources/datastores/datastore.ipynb)|Create datastores and use in a Command - _This sample is excluded from automated tests_|[![datastore](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-datastores-datastore.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-datastores-datastore.yml)| |resources|registry|[registry-create](resources/registry/registry-create.ipynb)|*no description*|[![registry-create](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-registry-registry-create.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-registry-registry-create.yml)| |resources|workspace|[workspace](resources/workspace/workspace.ipynb)|Create Azure ML workspace|[![workspace](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-workspace-workspace.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-resources-workspace-workspace.yml)| +|responsible-ai|mlflow-deployment-with-explanations|[mlflow-deployment-with-explanations](responsible-ai/mlflow-deployment-with-explanations/mlflow-deployment-with-explanations.ipynb)|*no description*|[![mlflow-deployment-with-explanations](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-mlflow-deployment-with-explanations-mlflow-deployment-with-explanations.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-mlflow-deployment-with-explanations-mlflow-deployment-with-explanations.yml)| |responsible-ai|tabular|[responsibleaidashboard-diabetes-decision-making](responsible-ai/tabular/responsibleaidashboard-diabetes-decision-making/responsibleaidashboard-diabetes-decision-making.ipynb)|*no description*|[![responsibleaidashboard-diabetes-decision-making](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-diabetes-decision-making-responsibleaidashboard-diabetes-decision-making.yml)| |responsible-ai|tabular|[responsibleaidashboard-diabetes-regression-model-debugging](responsible-ai/tabular/responsibleaidashboard-diabetes-regression-model-debugging/responsibleaidashboard-diabetes-regression-model-debugging.ipynb)|*no description*|[![responsibleaidashboard-diabetes-regression-model-debugging](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-diabetes-regression-model-debugging-responsibleaidashboard-diabetes-regression-model-debugging.yml)| +|responsible-ai|tabular|[responsibleaidashboard-education-student-attrition-classificaton](responsible-ai/tabular/responsibleaidashboard-education-student-attrition-classificaton/responsibleaidashboard-education-student-attrition-classificaton.ipynb)|*no description*|[![responsibleaidashboard-education-student-attrition-classificaton](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-education-student-attrition-classificaton-responsibleaidashboard-education-student-attrition-classificaton.yml)| +|responsible-ai|tabular|[responsibleaidashboard-finance-loan-classification](responsible-ai/tabular/responsibleaidashboard-finance-loan-classification/responsibleaidashboard-finance-loan-classification.ipynb)|*no description*|[![responsibleaidashboard-finance-loan-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-finance-loan-classification-responsibleaidashboard-finance-loan-classification.yml)| +|responsible-ai|tabular|[responsibleaidashboard-healthcare-covid-classification](responsible-ai/tabular/responsibleaidashboard-healthcare-covid-classification/responsibleaidashboard-healthcare-covid-classification.ipynb)|*no description*|[![responsibleaidashboard-healthcare-covid-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-healthcare-covid-classification-responsibleaidashboard-healthcare-covid-classification.yml)| |responsible-ai|tabular|[responsibleaidashboard-housing-classification-model-debugging](responsible-ai/tabular/responsibleaidashboard-housing-classification-model-debugging/responsibleaidashboard-housing-classification-model-debugging.ipynb)|*no description*|[![responsibleaidashboard-housing-classification-model-debugging](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-housing-classification-model-debugging-responsibleaidashboard-housing-classification-model-debugging.yml)| |responsible-ai|tabular|[responsibleaidashboard-housing-decision-making](responsible-ai/tabular/responsibleaidashboard-housing-decision-making/responsibleaidashboard-housing-decision-making.ipynb)|*no description*|[![responsibleaidashboard-housing-decision-making](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-housing-decision-making-responsibleaidashboard-housing-decision-making.yml)| |responsible-ai|tabular|[responsibleaidashboard-programmer-regression-model-debugging](responsible-ai/tabular/responsibleaidashboard-programmer-regression-model-debugging/responsibleaidashboard-programmer-regression-model-debugging.ipynb)|*no description*|[![responsibleaidashboard-programmer-regression-model-debugging](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-tabular-responsibleaidashboard-programmer-regression-model-debugging-responsibleaidashboard-programmer-regression-model-debugging.yml)| |responsible-ai|text|[responsibleaidashboard-multilabel-text-classification-covid-events](responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb)|*no description*|[![responsibleaidashboard-multilabel-text-classification-covid-events](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-multilabel-text-classification-covid-events.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-multilabel-text-classification-covid-events.yml)| |responsible-ai|text|[responsibleaidashboard-text-classification-DBPedia](responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb)|*no description*|[![responsibleaidashboard-text-classification-DBPedia](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-DBPedia.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-DBPedia.yml)| |responsible-ai|text|[responsibleaidashboard-text-classification-blbooksgenre](responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb)|*no description*|[![responsibleaidashboard-text-classification-blbooksgenre](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-blbooksgenre.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-blbooksgenre.yml)| +|responsible-ai|text|[responsibleaidashboard-text-classification-financial-news](responsible-ai/text/responsibleaidashboard-text-classification-financial-news/responsibleaidashboard-text-classification-financial-news.ipynb)|*no description*|[![responsibleaidashboard-text-classification-financial-news](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-classification-financial-news-responsibleaidashboard-text-classification-financial-news.yml)| |responsible-ai|text|[responsibleaidashboard-text-question-answering-squad](responsible-ai/text/responsibleaidashboard-text-question-answering-squad.ipynb)|*no description*|[![responsibleaidashboard-text-question-answering-squad](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-question-answering-squad.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-text-responsibleaidashboard-text-question-answering-squad.yml)| |responsible-ai|vision|[responsibleaidashboard-automl-image-classification-fridge](responsible-ai/vision/responsibleaidashboard-automl-image-classification-fridge.ipynb)|*no description*|[![responsibleaidashboard-automl-image-classification-fridge](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-automl-image-classification-fridge.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-automl-image-classification-fridge.yml)| |responsible-ai|vision|[responsibleaidashboard-automl-object-detection-fridge-private-data](responsible-ai/vision/responsibleaidashboard-automl-object-detection-fridge-private-data.ipynb)|*no description*|[![responsibleaidashboard-automl-object-detection-fridge-private-data](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-automl-object-detection-fridge-private-data.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-automl-object-detection-fridge-private-data.yml)| |responsible-ai|vision|[responsibleaidashboard-image-classification-fridge](responsible-ai/vision/responsibleaidashboard-image-classification-fridge.ipynb)|*no description*|[![responsibleaidashboard-image-classification-fridge](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-classification-fridge.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-classification-fridge.yml)| +|responsible-ai|vision|[responsibleaidashboard-image-flower-classification](responsible-ai/vision/responsibleaidashboard-image-flower-classification.ipynb)|*no description*|[![responsibleaidashboard-image-flower-classification](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-flower-classification.yml)| |responsible-ai|vision|[responsibleaidashboard-image-multilabel-classification-fridge](responsible-ai/vision/responsibleaidashboard-image-multilabel-classification-fridge.ipynb)|*no description*|[![responsibleaidashboard-image-multilabel-classification-fridge](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-multilabel-classification-fridge.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-image-multilabel-classification-fridge.yml)| |responsible-ai|vision|[responsibleaidashboard-object-detection-MSCOCO](responsible-ai/vision/responsibleaidashboard-object-detection-MSCOCO.ipynb)|*no description*|[![responsibleaidashboard-object-detection-MSCOCO](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-object-detection-MSCOCO.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-responsible-ai-vision-responsibleaidashboard-object-detection-MSCOCO.yml)| |schedules|job-schedule.ipynb|[job-schedule](schedules/job-schedule.ipynb)|Create a component asset|[![job-schedule](https://github.com/Azure/azureml-examples/actions/workflows/sdk-schedules-job-schedule.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-schedules-job-schedule.yml)| diff --git a/sdk/python/readme.py b/sdk/python/readme.py index 90eb0e8cb2c..7dff499ebe7 100644 --- a/sdk/python/readme.py +++ b/sdk/python/readme.py @@ -302,9 +302,13 @@ def write_notebook_workflow( chmod +x /tmp/code/code export PATH="/tmp/code:$PATH"\n""" + papermill_option = "" + if "endpoints-batch" in classification: + papermill_option = " --log-output" + if not ("automl" in folder): workflow_yaml += f""" - papermill -k python {name}.ipynb {name}.output.ipynb + papermill -k python {name}.ipynb {name}.output.ipynb{papermill_option} working-directory: sdk/python/{posix_folder}""" elif "nlp" in folder or "image" in folder: # need GPU cluster, so override the compute cluster name to dedicated