Merge branch 'aws:master' into master

Author: pranavvm26

.githooks/pre-push

@@ -12,5 +12,5 @@ start_time=`date +%s`
 tox -e sphinx,doc8 --parallel all
 ./ci-scripts/displaytime.sh 'sphinx,doc8' $start_time
 start_time=`date +%s`
-tox -e py38,py39,py310 --parallel all -- tests/unit
-./ci-scripts/displaytime.sh 'py38,py39,py310 unit' $start_time
+tox -e py39,py310,py311,py312 --parallel all -- tests/unit
+./ci-scripts/displaytime.sh 'py39,py310,py311,py312 unit' $start_time

.github/workflows/codebuild-ci-health.yml

@@ -26,7 +26,7 @@ jobs:
     strategy:
         fail-fast: false
         matrix:
-          python-version: ["py38", "py39", "py310", "py311"]
+          python-version: ["py39", "py310", "py311","py312"]
     steps:
       - name: Configure AWS Credentials
         uses: aws-actions/configure-aws-credentials@v4

.github/workflows/codebuild-ci.yml

@@ -63,7 +63,7 @@ jobs:
     strategy:
         fail-fast: false
         matrix:
-          python-version: ["py38","py39","py310","py311"]
+          python-version: ["py39","py310","py311","py312"]
     steps:
       - name: Configure AWS Credentials
         uses: aws-actions/configure-aws-credentials@v4

.pylintrc

@@ -94,7 +94,24 @@ disable=
     useless-object-inheritance, # TODO: Enable this check and fix code once Python 2 is no longer supported.
     super-with-arguments,
     raise-missing-from,
-    E1136,
+    C0116,  # Missing function or method docstring
+    C0209,  # Use f-string instead of format
+    E0015,  # Unrecognized option found in config
+    E0702,  # Raising a string instead of an exception
+    E1101,  # Module has no member (likely dynamic attr)
+    E1136,  # Value assigned to something inferred as None
+    R0022,  # Useless option value in config
+    R1710,  # Inconsistent return statements
+    R1714,  # Consider using `in` with comparisons
+    R1729,  # Use a generator
+    R1732,
+    R1735,  # Consider using a dict or list literal
+    W0237,  # Argument renamed in override
+    W0613,  # Unused argument
+    W0621,  # Redefining name from outer scope
+    W0719
+    W1404,  # Implicit string concatenation
+    W1514,  # `open()` used without encoding
 
 [REPORTS]
 # Set the output format. Available formats are text, parseable, colorized, msvs
@@ -436,4 +453,4 @@ analyse-fallback-blocks=no
 
 # Exceptions that will emit a warning when being caught. Defaults to
 # "Exception"
-overgeneral-exceptions=Exception
+overgeneral-exceptions=builtins.Exception

.readthedocs.yaml

@@ -5,9 +5,9 @@
 version: 2
 
 build:
-  os: ubuntu-20.04
+  os: ubuntu-22.04
   tools:
-    python: "3.9"
+    python: "3.12"
 
 
 python:

CHANGELOG.md

@@ -1,5 +1,38 @@
 # Changelog
 
+## v2.244.0 (2025-05-02)
+
+### Features
+
+ * support custom workflow deployment in ModelBuilder using SMD image.
+
+### Bug Fixes and Other Changes
+
+ * Add Owner ID check for bucket with path when prefix is provided
+ * Add model server timeout
+ * pin mamba version to 24.11.3-2 to avoid inconsistent test runs
+ * Update ModelTrainer to support s3 uri and tar.gz file as source_dir
+ * chore: add huggingface images
+
+## v2.243.3 (2025-04-23)
+
+### Bug Fixes and Other Changes
+
+ * update readme to reflect py312 upgrade
+ * Revert the PR changes 5122
+ * Py312 upgrade step 2: Update dependencies, integ tests and unit tests
+ * update pr test to deprecate py38 and add py312
+ * update image_uri_configs 04-16-2025 07:18:18 PST
+ * update image_uri_configs 04-15-2025 07:18:10 PST
+ * update image_uri_configs 04-11-2025 07:18:19 PST
+
+## v2.243.2 (2025-04-16)
+
+### Bug Fixes and Other Changes
+
+ * tgi image uri unit tests
+ * Fix deepdiff dependencies
+
 ## v2.243.1 (2025-04-11)
 
 ### Bug Fixes and Other Changes

README.rst

@@ -94,10 +94,10 @@ Supported Python Versions
 
 SageMaker Python SDK is tested on:
 
-- Python 3.8
 - Python 3.9
 - Python 3.10
 - Python 3.11
+- Python 3.12
 
 Telemetry
 ~~~~~~~~~~~~~~~
@@ -191,9 +191,9 @@ Setup a Python environment, and install the dependencies listed in ``doc/require
 ::
 
     # conda
-    conda create -n sagemaker python=3.7
+    conda create -n sagemaker python=3.12
     conda activate sagemaker
-    conda install sphinx=3.1.1 sphinx_rtd_theme=0.5.0
+    conda install sphinx=5.1.1 sphinx_rtd_theme=0.5.0
 
     # pip
     pip install -r doc/requirements.txt

VERSION

@@ -1 +1 @@
-2.243.2.dev0
+2.244.1.dev0

doc/api/inference/model_builder.rst

@@ -3,14 +3,14 @@ Model Builder
 
 This module contains classes related to Amazon Sagemaker Model Builder
 
-.. autoclass:: sagemaker.serve.builder.model_builder.ModelBuilder
+.. autoclass:: sagemaker.serve.ModelBuilder
 
-.. automethod:: sagemaker.serve.builder.model_builder.ModelBuilder.build
+.. automethod:: sagemaker.serve.ModelBuilder.build
 
-.. automethod:: sagemaker.serve.builder.model_builder.ModelBuilder.save
+.. automethod:: sagemaker.serve.ModelBuilder.save
 
-.. autoclass:: sagemaker.serve.spec.inference_spec.InferenceSpec
+.. autoclass:: sagemaker.serve.InferenceSpec
 
-.. autoclass:: sagemaker.serve.builder.schema_builder.SchemaBuilder
+.. autoclass:: sagemaker.serve.SchemaBuilder
 
-.. autoclass:: sagemaker.serve.marshalling.custom_payload_translator.CustomPayloadTranslator
+.. autoclass:: sagemaker.serve.CustomPayloadTranslator

doc/api/training/index.rst

@@ -3,7 +3,7 @@ Training APIs
 #############
 
 .. toctree::
-   :maxdepth: 4
+   :maxdepth: 1
 
    model_trainer
    algorithm