From cee210b00d6f0c7e679dd449300882e643c335fb Mon Sep 17 00:00:00 2001 From: lavakumarrepala Date: Wed, 8 Jul 2026 11:39:02 -0700 Subject: [PATCH 1/8] Update mldesigner installation to specific version --- sdk/python/setup.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sdk/python/setup.sh b/sdk/python/setup.sh index ec29a18244..ccf85de541 100644 --- a/sdk/python/setup.sh +++ b/sdk/python/setup.sh @@ -5,7 +5,7 @@ # # -pip install mldesigner +pip install mldesigner-0.1.0b23-py3-none-any.whl # # @@ -23,4 +23,4 @@ pip install azure-ai-ml # protobuf==5.29.0 has IndentationError bug pip install "protobuf<=5.28.3" -pip list \ No newline at end of file +pip list From a69f0919af9f7ea2b0b5beabc0e266b9772ad0d1 Mon Sep 17 00:00:00 2001 From: lavakumarrepala Date: Wed, 8 Jul 2026 11:41:12 -0700 Subject: [PATCH 2/8] Update mldesigner installation to specific version --- sdk/python/setup_oai_v2.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sdk/python/setup_oai_v2.sh b/sdk/python/setup_oai_v2.sh index 9078ae9d0d..a9b2e67be4 100644 --- a/sdk/python/setup_oai_v2.sh +++ b/sdk/python/setup_oai_v2.sh @@ -46,7 +46,7 @@ fi # # -pip install mldesigner +pip install mldesigner-0.1.0b23-py3-none-any.whl # # @@ -61,4 +61,4 @@ pip install azure-ai-ml # https://docsupport.blob.core.windows.net/ml-sample-submissions/1905732/azure_ai_ml-1.0.0-py3-none-any.whl # -pip list \ No newline at end of file +pip list From 49240f386bb3ddcd20987bd4c76e514ef9ed0c3a Mon Sep 17 00:00:00 2001 From: lavakumarrepala Date: Wed, 8 Jul 2026 11:41:35 -0700 Subject: [PATCH 3/8] Add files via upload --- .../mldesigner-0.1.0b23-py3-none-any.whl | Bin 0 -> 169141 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 sdk/python/mldesigner-0.1.0b23-py3-none-any.whl diff --git a/sdk/python/mldesigner-0.1.0b23-py3-none-any.whl b/sdk/python/mldesigner-0.1.0b23-py3-none-any.whl new file mode 100644 index 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z<7ofwl78DqiYOW^@PH=c2W&g;irA;8p&2>=S?nDSGo$}Hrl*qmGNgd|z6YkpX7JY>N zeWT*2F*geT7WOo^|2&qDuRFfi`~e$ce=KD-;u@*GneM7C;Is&Q5J=?EWZ(&hy?gUF z$Umm|e}nz+cGDXatY4`CU)ln`JRYCD8~&Q=cLc4Iszy=(cqOn?I9`|KcYi~0GzpkF z+8FK@HhCDfB@-l8^^u~wlE7h7-~Ni>aP9Xyr@SCbNZAFDIe@rzyc+n($j25@|DgagQ2Kfn(jfr+p6?dQQM1>3A3k!Tdis9KdD}K<(K6 zxAj5P{yuWcG~Ov(KZ#qOq6CgOYa!})ACUy&|C!`RoCn@z{7-}&kpNNc`iP*6;Qt{2 zR{aRt*N9ArdeTQswLog_pO@)Bdf1`S$AroMT{;~86Cw+uIP($95aIvF^0QPkA`7C- z@e#{cqCc~oCVGs>f+$IR#8OE7XOR$zc!Zow z@keCfRQs63A|g1V0M-$>9{nG|f0e^Rgh$k;I)bNU_#^yrwJJntL}{fX=t{;vL;pc& z36Ts@IOvE>f%*R@`*9?HYA`_*wmIUX0KSI%d59nBy!>v@i>M!Sgok$Nbi5x?4}8RO z!d!u{|b1NTpH0Z#O#wtI80)v z;+*!i>`B=mjsRy=eg-`0rT@d+5I-Av(&dUH%mu?gVg7T~0ud1LLc|f^eWO1CB3_R` z#74a5aD Date: Wed, 8 Jul 2026 13:42:43 -0700 Subject: [PATCH 4/8] Update environment_parallel.yml --- .../environment/environment_parallel.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml index 8cc8f51350..7f2da5aee9 100644 --- a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml +++ b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml @@ -2,7 +2,7 @@ name: prs-env channels: - conda-forge dependencies: - - python=3.7.6 + - python=3.8 - pip - pip: - mlflow From 1c43fbace6a4f4843b962a3278c481f1ccaf572d Mon Sep 17 00:00:00 2001 From: lavakumarrepala Date: Wed, 8 Jul 2026 15:06:04 -0700 Subject: [PATCH 5/8] Change Python version from 3.8 to 3.7.6 --- .../environment/environment_parallel.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml index 7f2da5aee9..8cc8f51350 100644 --- a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml +++ b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml @@ -2,7 +2,7 @@ name: prs-env channels: - conda-forge dependencies: - - python=3.8 + - python=3.7.6 - pip - pip: - mlflow From 0ca8178278950022dac44074afad74f4ddbe37ca Mon Sep 17 00:00:00 2001 From: "Lava Kumar Repala (ALLYIS INC)" Date: Wed, 8 Jul 2026 16:40:59 -0700 Subject: [PATCH 6/8] Fix 2a_iris_batch_prediction parallel env for Python 3.8+ batch driver The AzureML batch inference driver now imports TypedDict from typing, which fails on Python 3.7. Bump python to 3.8 and pin scikit-learn==0.23.2 (last version that unpickles the committed 0.20.3 LogisticRegression via the sklearn.linear_model.logistic alias and still ships cp38 wheels); bump cloudpickle to 1.6.0. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../environment/environment_parallel.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml index 8cc8f51350..5bdcbb40ed 100644 --- a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml +++ b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml @@ -2,7 +2,7 @@ name: prs-env channels: - conda-forge dependencies: - - python=3.7.6 + - python=3.8 - pip - pip: - mlflow @@ -12,5 +12,5 @@ dependencies: - pandas - pillow - azureml-core - - scikit-learn~=0.20.0 - - cloudpickle==1.1.1 + - scikit-learn==0.23.2 + - cloudpickle==1.6.0 From 82868555060d7f5672047e1186821ad57989760b Mon Sep 17 00:00:00 2001 From: "Lava Kumar Repala (ALLYIS INC)" Date: Wed, 8 Jul 2026 17:53:53 -0700 Subject: [PATCH 7/8] Pin full numeric stack in 2a_iris_batch_prediction parallel env Exit 41 came from the worker: on py3.8 the modern transitive deps broke scikit-learn 0.23.2 (numpy>=1.24 removes np.int; scipy>=1.9 removes scipy.linalg.pinv2), so the model failed to load/predict. Pin a mutually-compatible 2022 set that still unpickles the committed 0.20.3 LogisticRegression: numpy==1.21.6, scipy==1.7.3, pandas==1.3.5, scikit-learn==0.23.2, mlflow==1.30.1, cloudpickle==1.6.0. Validated locally: model loads via mlflow and predicts on all 74 rows (44-feature input) with this exact stack. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../environment/environment_parallel.yml | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml index 5bdcbb40ed..7478aa2330 100644 --- a/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml +++ b/sdk/python/jobs/parallel/2a_iris_batch_prediction/environment/environment_parallel.yml @@ -5,11 +5,13 @@ dependencies: - python=3.8 - pip - pip: - - mlflow + - mlflow==1.30.1 - mltable>=1.2.0 - azureml-dataset-runtime[pandas,fuse] - azureml-telemetry - - pandas + - numpy==1.21.6 + - scipy==1.7.3 + - pandas==1.3.5 - pillow - azureml-core - scikit-learn==0.23.2 From b4cfaad437755318894b7b1c1e4dca93cca49d9d Mon Sep 17 00:00:00 2001 From: "Lava Kumar Repala (ALLYIS INC)" Date: Wed, 8 Jul 2026 18:18:14 -0700 Subject: [PATCH 8/8] Bump 2a_iris_batch_prediction base image to openmpi5.0-ubuntu24.04 openmpi4.1.0-ubuntu20.04 reached EOL 04/25/2025 and is now blocked by the curated-environment brownout. Move to the supported openmpi5.0-ubuntu24.04 base. The parallel conda env still creates its own python 3.8, so the pinned stack is unaffected. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../2a_iris_batch_prediction/iris_batch_prediction.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/jobs/parallel/2a_iris_batch_prediction/iris_batch_prediction.ipynb b/sdk/python/jobs/parallel/2a_iris_batch_prediction/iris_batch_prediction.ipynb index 83a25575f6..b55402df30 100644 --- a/sdk/python/jobs/parallel/2a_iris_batch_prediction/iris_batch_prediction.ipynb +++ b/sdk/python/jobs/parallel/2a_iris_batch_prediction/iris_batch_prediction.ipynb @@ -170,7 +170,7 @@ " code=\"./script\",\n", " entry_script=\"iris_prediction.py\",\n", " environment=Environment(\n", - " image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04\",\n", + " image=\"mcr.microsoft.com/azureml/openmpi5.0-ubuntu24.04:latest\",\n", " conda_file=\"./environment/environment_parallel.yml\",\n", " ),\n", " program_arguments=\"--model ${{inputs.score_model}} \" # Passthrough input model folder path into script.\n",