chore(sdk): Bump up pyfunc package versions

.github/workflows/merlin.yml

@@ -43,7 +43,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10"]
     env:
       PIPENV_DEFAULT_PYTHON_VERSION: ${{ matrix.python-version }}
       PIPENV_VENV_IN_PROJECT: true
@@ -78,7 +78,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10"]
     env:
       PIPENV_DEFAULT_PYTHON_VERSION: ${{ matrix.python-version }}
       PIPENV_VENV_IN_PROJECT: true

.github/workflows/release.yml

@@ -24,7 +24,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.8
+          python-version: 3.9
           cache: pip
       - name: Install dependencies
         working-directory: ./python/sdk
@@ -51,7 +51,7 @@ jobs:
           fetch-depth: 0
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.8
+          python-version: 3.9
           cache: pip
       - name: Install dependencies
         working-directory: ./python/pyfunc-server
@@ -79,7 +79,7 @@ jobs:
           fetch-depth: 0
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.8
+          python-version: 3.9
           cache: pip
       - name: Install dependencies
         working-directory: ./python/batch-predictor
@@ -101,7 +101,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10"]
     needs:
       - publish-python-sdk
     steps:

.readthedocs.yml

@@ -11,6 +11,6 @@ sphinx:
 
 # Optionally set the version of Python and requirements required to build your docs
 python:
-  version: 3.8
+  version: 3.9
   install:
     - requirements: python/sdk/docs/requirements_docs.txt

Makefile

@@ -12,7 +12,7 @@ TEST_TAGS?=
 GOLANGCI_LINT_VERSION="v1.58.1"
 PROTOC_GEN_GO_JSON_VERSION="v1.1.0"
 PROTOC_GEN_GO_VERSION="v1.26"
-PYTHON_VERSION ?= "39"	#set as 38 39 310 for 3.8-3.10 respectively
+PYTHON_VERSION ?= "39"	#set as 39 310 for 3.9-3.10 respectively
 
 all: setup init-dep lint test clean build run
 

api/api/versions_api.go

@@ -28,7 +28,7 @@ import (
 	"gorm.io/gorm"
 )
 
-const DEFAULT_PYTHON_VERSION = "3.8.*"
+const DEFAULT_PYTHON_VERSION = "3.9.*"
 
 type VersionsController struct {
 	*AppContext

api/config/config.go

@@ -230,7 +230,7 @@ type ImageBuilderConfig struct {
 	MaximumRetry  int32                 `validate:"required" default:"3"`
 	K8sConfig     *mlpcluster.K8sConfig `validate:"required" default:"-"`
 	SafeToEvict   bool                  `default:"false"`
-	// Supported Python versions for image builder. Example: ["3.8.*", "3.9.*", "3.10.*"]
+	// Supported Python versions for image builder. Example: ["3.9.*", "3.10.*"]
 	SupportedPythonVersions []string
 }
 

api/config/config_test.go

@@ -449,7 +449,7 @@ func TestLoad(t *testing.T) {
 						Name: "dev-server",
 					},
 					SafeToEvict:             false,
-					SupportedPythonVersions: []string{"3.8.*", "3.9.*", "3.10.*"},
+					SupportedPythonVersions: []string{"3.9.*", "3.10.*"},
 				},
 				BatchConfig: BatchConfig{
 					Tolerations: []v1.Toleration{

api/config/testdata/base-configs-1.yaml

@@ -81,7 +81,6 @@ ImageBuilderConfig:
         provideClusterInfo: true
   SafeToEvict: false
   SupportedPythonVersions:
-    - 3.8.*
     - 3.9.*
     - 3.10.*
 BatchConfig:

api/pkg/imagebuilder/imagebuilder_test.go

@@ -56,7 +56,7 @@ const (
 	testArtifactURISuffix = "://bucket-name/mlflow/11/68eb8538374c4053b3ecad99a44170bd/artifacts"
 	testCondaEnvUrlSuffix = testArtifactURISuffix + "/model/conda.yaml"
 	testCondaEnvContent   = `dependencies:
-- python=3.8.*
+- python=3.9.*
 - pip:
 	- mlflow
 	- joblib
@@ -121,7 +121,7 @@ var (
 		"--use-new-run",
 	}
 
-	defaultSupportedPythonVersions = []string{"3.8.*", "3.9.*", "3.10.*"}
+	defaultSupportedPythonVersions = []string{"3.9.*", "3.10.*"}
 
 	configWithGCRPushRegistry = Config{
 		BuildNamespace: testBuildNamespace,

docs/developer/e2e-test.md

@@ -11,7 +11,7 @@ Run E2E test as part of github actions workflow. This E2E test will be triggered
 - Pull merlin repository
 - Pull mlp repository
 - Setup go
-- Setup python 3.8
+- Setup python 3.9
 - Setup cluster
 - Setup mlp namespace
 - Deploy mlp

examples/metrics/env.yaml

@@ -1,2 +1,2 @@
 dependencies:
-  - python=3.8
+  - python=3.9

examples/pyfunc-upi/env.yaml

@@ -1,5 +1,5 @@
 dependencies:
-  - python=3.8
+  - python=3.9
   - pip:
     - numpy
     - xgboost==1.6.2

examples/pyfunc/env.yaml

@@ -1,5 +1,5 @@
 dependencies:
-  - python=3.8
+  - python=3.9
   - pip:
       - joblib>=0.13.0,<1.2.0 # >=1.2.0 upon upgrade of kserve's version
       - scikit-learn>=1.1.2

examples/transformer/custom-transformer/env.yaml

@@ -1,5 +1,5 @@
 dependencies:
-  - python=3.8
+  - python=3.9
   - pip:
     - torch==1.3.1
     - torchvision==0.4.2

examples/transformer/feast-enricher-transformer/env.yaml

@@ -1,2 +1,2 @@
 dependencies:
-  - python=3.8
+  - python=3.9

examples/transformer/standard-transformer/env.yaml

@@ -1,2 +1,2 @@
 dependencies:
-  - python=3.8
+  - python=3.9

examples/transformer/upi/env.yaml

@@ -1,2 +1,2 @@
 dependencies:
-  - python=3.8
+  - python=3.9

python/batch-predictor/README.md

@@ -69,7 +69,7 @@ OBJC_DISABLE_INITIALIZE_FORK_SAFETY=YES python main.py --job-name iris-predictio
 
 ### Requirements
 
-- python >= 3.8.0
+- python >= 3.9.0
 - pipenv (install using `pip install pipenv`)
 - protoc (see [installation instruction](http://google.github.io/proto-lens/installing-protoc.html))
 - gcloud (see [installation instruction](https://cloud.google.com/sdk/install))

python/batch-predictor/setup.py

@@ -34,7 +34,7 @@
     description="Base PySpark application for running Merlin prediction batch job",
     long_description=open("README.md").read(),
     long_description_content_type="text/markdown",
-    python_requires=">=3.8,<3.11",
+    python_requires=">=3.9,<3.11",
     packages=find_packages(exclude=["test"]),
     install_requires=REQUIRE,
     tests_require=TESTS_REQUIRE,

python/batch-predictor/test-model/MLmodel

@@ -9,7 +9,7 @@ flavors:
     env: conda.yaml
     loader_module: mlflow.pyfunc.model
     python_model: python_model.pkl
-    python_version: 3.8.18
+    python_version: 3.9.22
 mlflow_version: 1.26.1
 model_uuid: 49ff290d6d854ee3ad83f6233ad891b9
 run_id: d65892b5f2f44cbaae64c682c61bccd6

python/batch-predictor/test-model/conda.yaml

@@ -1,5 +1,5 @@
 dependencies:
-  - python=3.8.*
+  - python=3.9.*
   - pip:
       - mlflow
       - joblib>=0.13.0,<1.2.0

python/batch-predictor/test-model/python_env.yaml

@@ -1,4 +1,4 @@
-python: 3.8.18
+python: 3.9.22
 build_dependencies:
 - pip==24.0
 - setuptools==69.0.3

python/observation-publisher/requirements.txt

@@ -30,7 +30,7 @@ botocore==1.35.39
     #   s3transfer
 cachetools==5.3.2
     # via google-auth
-caraml-auth-google==0.0.0.post7
+caraml-auth-google==0.0.0.post9
     # via merlin-sdk
 caraml-upi-protos==1.0.0
     # via
@@ -112,9 +112,13 @@ googleapis-common-protos==1.62.0
     #   caraml-upi-protos
     #   google-api-core
 grpcio==1.60.1
-    # via grpcio-tools
+    # via
+    #   grpcio-tools
+    #   merlin-sdk
 grpcio-tools==1.60.1
-    # via caraml-upi-protos
+    # via
+    #   caraml-upi-protos
+    #   merlin-sdk
 gunicorn==21.2.0
     # via mlflow
 hydra-core==1.3.2
@@ -150,7 +154,7 @@ mlflow==1.26.1
     # via merlin-sdk
 mypy-extensions==1.0.0
     # via typing-inspect
-numpy==1.23.5
+numpy==1.26.4
     # via
     #   merlin-sdk
     #   mlflow
@@ -189,7 +193,9 @@ protobuf==4.25.3
     #   merlin-sdk
     #   mlflow
 pyarrow==15.0.0
-    # via arize
+    # via
+    #   arize
+    #   pyodps
 pyasn1==0.5.1
     # via
     #   pyasn1-modules
@@ -204,6 +210,8 @@ pygments==2.17.2
     # via rich
 pyjwt==2.8.0
     # via databricks-cli
+pyodps==0.12.2
+    # via -r requirements.in
 pyprind==2.11.3
     # via merlin-sdk
 python-dateutil==2.8.2
@@ -236,6 +244,7 @@ requests==2.31.0
     #   google-cloud-bigquery
     #   google-cloud-storage
     #   mlflow
+    #   pyodps
     #   requests-futures
 requests-futures==1.0.0
     # via arize
@@ -275,7 +284,6 @@ typing-extensions==4.9.0
     #   alembic
     #   pydantic
     #   pydantic-core
-    #   sqlalchemy
     #   typing-inspect
 typing-inspect==0.9.0
     # via dataclasses-json
@@ -294,7 +302,6 @@ werkzeug==3.0.1
     # via flask
 zipp==3.17.0
     # via importlib-metadata
-pyodps==0.12.2
 
 # The following packages are considered to be unsafe in a requirements file:
-# setuptools
+# setuptools

python/pyfunc-scaffolding/{{cookiecutter.model_slug}}/Pipfile

@@ -7,4 +7,4 @@ verify_ssl = true
 merlin-sdk = "=={{ cookiecutter.merlin_sdk_version }}"
 
 [requires]
-python_version = "3.8"
+python_version = "3.9"

python/pyfunc-scaffolding/{{cookiecutter.model_slug}}/env/conda.yaml

@@ -1,2 +1,2 @@
 dependencies:
-  - python=3.8
+  - python=3.9

python/pyfunc-server/pyfuncserver/utils/contants.py

@@ -11,14 +11,14 @@
 conda env.yaml that you pass to log_pyfunc method, e.g.:
 
 dependencies:
-- python=3.8
+- python=3.9
 - pip:
   - my-missing-package==1.0
 
 OR if the package is not available in PyPI distribution
 
 dependencies:
-- python=3.8
+- python=3.9
 - my-missing-package=1.0
 
 See: https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-from-an-environment-yml-file

python/pyfunc-server/setup.py

@@ -44,7 +44,7 @@
     description="Model Server implementation for Merlin PyFunc model",
     long_description=open("README.md").read(),
     long_description_content_type="text/markdown",
-    python_requires=">=3.8,<3.11",
+    python_requires=">=3.9,<3.11",
     packages=find_packages(exclude=["test"]),
     install_requires=REQUIRE,
     tests_require=TESTS_REQUIRE,

python/pyfunc-server/test/local-artifacts/MLmodel

@@ -12,7 +12,7 @@ flavors:
     env: conda.yaml
     loader_module: mlflow.pyfunc.model
     python_model: python_model.pkl
-    python_version: 3.8.18
+    python_version: 3.9.22
 mlflow_version: 1.26.1
 model_uuid: 126ccf3f97024b43a011b5aee072010c
 run_id: 74232b10e8064ccda29611c265921034

python/pyfunc-server/test/local-artifacts/conda.yaml

@@ -1,5 +1,5 @@
 dependencies:
-  - python=3.8.*
+  - python=3.9.*
   - pip:
       - mlflow
       - joblib>=0.13.0,<1.2.0

python/pyfunc-server/test/local-artifacts/python_env.yaml

@@ -1,4 +1,4 @@
-python: 3.8.18
+python: 3.9.22
 build_dependencies:
 - pip==24.0
 - setuptools==69.0.3

python/sdk/Dockerfile

@@ -1,4 +1,4 @@
-ARG PYTHON_VERSION=3.8
+ARG PYTHON_VERSION=3.9
 FROM python:${PYTHON_VERSION}-slim-buster
 
 LABEL org.opencontainers.image.source https://github.com/caraml-dev/merlin

python/sdk/merlin/model.py

@@ -1007,9 +1007,9 @@ def log_pyfunc_model(
                 "log_pyfunc_model is only for PyFunc, PyFuncV2 and PyFuncV3 model"
             )
 
-        merlin_requirements = ["merlin-pyfunc-server<0.46.0"]
+        merlin_requirements = ["merlin-pyfunc-server<0.49.0"]
         if self._model.type == ModelType.PYFUNC_V2:
-            merlin_requirements = ["merlin-batch-predictor<0.46.0"]
+            merlin_requirements = ["merlin-batch-predictor<0.49.0"]
 
         # add/replace python version in conda to match that used to create model version
         conda_env = process_conda_env(

python/sdk/requirements.txt

@@ -16,7 +16,7 @@ PyYAML>=5.4
 six>=1.10
 urllib3>=1.26
 numpy>=1.26.4
-caraml-auth-google==0.0.0.post16.dev0
+caraml-auth-google==0.0.0.post9
 pydantic==2.5.3
 grpcio-tools>=1.50.0,<1.63
 grpcio>=1.60.1