Restricting cornac to 1.15.1 for issue with 1.15.4

.github/actions/azureml-test/action.yml

@@ -84,7 +84,10 @@ runs:
       run: pip install --quiet wheel
     - name: Create wheel from setup.py
       shell: bash
-      run: python setup.py --quiet bdist_wheel
+      run: |
+          random_key=$(openssl rand 1000 | tr -dc 'a-z0-9'  | fold -w 9 | head -n 1)
+          sed -i "/__version__/ s/$/ + '+${random_key}'/" setup.py
+          python setup.py --quiet bdist_wheel
     - name: Submit CPU tests to AzureML
       shell: bash
       if: contains(inputs.TEST_GROUP, 'cpu')
@@ -94,7 +97,7 @@ runs:
           --rg ${{inputs.RG}} --wsname ${{inputs.WS}} --expname ${{inputs.EXP_NAME}}_${{inputs.TEST_GROUP}}
           --testlogs ${{inputs.TEST_LOGS_PATH}} --testkind ${{inputs.TEST_KIND}}
           --conda_pkg_python ${{inputs.PYTHON_VERSION}} --testgroup ${{inputs.TEST_GROUP}}
-          --disable-warnings
+          --disable-warnings --sha "${GITHUB_SHA}"
     - name: Submit GPU tests to AzureML
       shell: bash
       if: contains(inputs.TEST_GROUP, 'gpu')
@@ -104,7 +107,7 @@ runs:
           --rg ${{inputs.RG}} --wsname ${{inputs.WS}} --expname ${{inputs.EXP_NAME}}_${{inputs.TEST_GROUP}}
           --testlogs ${{inputs.TEST_LOGS_PATH}} --add_gpu_dependencies --testkind ${{inputs.TEST_KIND}}
           --conda_pkg_python ${{inputs.PYTHON_VERSION}} --testgroup ${{inputs.TEST_GROUP}}
-          --disable-warnings
+          --disable-warnings --sha "${GITHUB_SHA}"
     - name: Submit PySpark tests to AzureML
       shell: bash
       if: contains(inputs.TEST_GROUP, 'spark')
@@ -114,7 +117,7 @@ runs:
           --rg ${{inputs.RG}} --wsname ${{inputs.WS}} --expname ${{inputs.EXP_NAME}}_${{inputs.TEST_GROUP}}
           --testlogs ${{inputs.TEST_LOGS_PATH}} --add_spark_dependencies --testkind ${{inputs.TEST_KIND}}
           --conda_pkg_python ${{inputs.PYTHON_VERSION}} --testgroup ${{inputs.TEST_GROUP}}
-          --disable-warnings
+          --disable-warnings --sha "${GITHUB_SHA}"
     - name: Print test logs
       shell: bash
       run: cat ${{inputs.TEST_LOGS_PATH}}

setup.py

@@ -29,7 +29,7 @@
 install_requires = [
     "numpy>=1.19",  # 1.19 required by tensorflow 2.6
     "pandas>1.0.3,<2",
-    "scipy>=1.0.0,<2",
+    "scipy>=1.0.0,<2",  
     "tqdm>=4.31.1,<5",
     "matplotlib>=2.2.2,<4",
     "scikit-learn>=0.22.1,<1.0.3",
@@ -45,7 +45,8 @@
     "jinja2>=2,<3.1",
     "pyyaml>=5.4.1,<6",
     "requests>=2.0.0,<3",
-    "cornac>=1.1.2,<2",
+    "cornac>=1.1.2,<1.15.2;python_version<='3.7'",
+    "cornac>=1.15.2,<2;python_version>='3.8'", # After 1.15.2, Cornac requires python 3.8
     "retrying>=1.3.3",
     "pandera[strategies]>=0.6.5",  # For generating fake datasets
     "scikit-surprise>=1.0.6",
@@ -137,6 +138,9 @@
     install_requires=install_requires,
     package_dir={"recommenders": "recommenders"},
     python_requires=">=3.6, <3.10",
-    packages=find_packages(where=".", exclude=["contrib", "docs", "examples", "scenarios", "tests", "tools"]),
-    setup_requires=["numpy>=1.15"]
+    packages=find_packages(
+        where=".",
+        exclude=["contrib", "docs", "examples", "scenarios", "tests", "tools"],
+    ),
+    setup_requires=["numpy>=1.15"],
 )

tests/ci/azureml_tests/submit_groupwise_azureml_pytest.py

@@ -152,7 +152,7 @@ def create_run_config(
     add_spark_dependencies,
     conda_pkg_jdk,
     conda_pkg_python,
-    reco_wheel_path,
+    commit_sha,
 ):
     """
     AzureML requires the run environment to be setup prior to submission.
@@ -172,6 +172,7 @@ def create_run_config(
                                         added to the conda environment, else False
             add_spark_dependencies (bool)   : True if PySpark packages should be
                                         added to the conda environment, else False
+            commit_sha (str)                : the commit that triggers the workflow
 
     Return:
           run_azuremlcompute : AzureML run config
@@ -188,32 +189,28 @@ def create_run_config(
     # True means the user will manually configure the environment
     run_azuremlcompute.environment.python.user_managed_dependencies = False
 
-    # install local version of recommenders on AzureML compute using .whl file
-    whl_url = run_azuremlcompute.environment.add_private_pip_wheel(
-        workspace=workspace,
-        file_path=reco_wheel_path,
-        exist_ok=True,
-    )
     conda_dep = CondaDependencies()
     conda_dep.add_conda_package(conda_pkg_python)
-    conda_dep.add_pip_package(whl_url)
     conda_dep.add_pip_package(
         "pymanopt@https://github.com/pymanopt/pymanopt/archive/fb36a272cdeecb21992cfd9271eb82baafeb316d.zip"
     )
 
-    # install extra dependencies
+    # install recommenders
+    reco_extras = "dev,examples"
     if add_gpu_dependencies and add_spark_dependencies:
         conda_dep.add_channel("conda-forge")
         conda_dep.add_conda_package(conda_pkg_jdk)
-        conda_dep.add_pip_package("recommenders[dev,examples,spark,gpu]")
+        reco_extras = reco_extras + ",spark,gpu"
     elif add_gpu_dependencies:
-        conda_dep.add_pip_package("recommenders[dev,examples,gpu]")
+        reco_extras = reco_extras + ",gpu"
     elif add_spark_dependencies:
         conda_dep.add_channel("conda-forge")
         conda_dep.add_conda_package(conda_pkg_jdk)
-        conda_dep.add_pip_package("recommenders[dev,examples,spark]")
-    else:
-        conda_dep.add_pip_package("recommenders[dev,examples]")
+        reco_extras = reco_extras + ",spark"
+
+    conda_dep.add_pip_package(
+        f"recommenders[{reco_extras}]@git+https://github.com/microsoft/recommenders.git@{commit_sha}"
+    )
 
     run_azuremlcompute.environment.python.conda_dependencies = conda_dep
     return run_azuremlcompute
@@ -286,6 +283,11 @@ def create_arg_parser():
     """
 
     parser = argparse.ArgumentParser(description="Process some inputs")
+    parser.add_argument(
+        "--sha",
+        action="store",
+        help="the commit that triggers the workflow",
+    )
     # script to run pytest
     parser.add_argument(
         "--test",
@@ -448,11 +450,6 @@ def create_arg_parser():
         max_nodes=args.maxnodes,
     )
 
-    wheel_list = glob.glob("./dist/*.whl")
-    if not wheel_list:
-        logger.error("Wheel not found!")
-    logger.info("Found wheel at " + wheel_list[0])
-
     run_config = create_run_config(
         cpu_cluster=cpu_cluster,
         docker_proc_type=docker_proc_type,
@@ -461,7 +458,7 @@ def create_arg_parser():
         add_spark_dependencies=args.add_spark_dependencies,
         conda_pkg_jdk=args.conda_pkg_jdk,
         conda_pkg_python=args.conda_pkg_python,
-        reco_wheel_path=wheel_list[0],
+        commit_sha=args.sha,
     )
 
     logger.info("exp: In Azure, look for experiment named {}".format(args.expname))