HuangXingBo commented on code in PR #149:
URL: https://github.com/apache/flink-ml/pull/149#discussion_r958220795


##########
.github/workflows/python-checks.yml:
##########
@@ -32,6 +32,12 @@ jobs:
       - name: Install dependencies
         working-directory: flink-ml-python/dev
         run: python -m pip install -r dev-requirements.txt
+      - name: Build Python package
+        working-directory: flink-ml-python
+        run: python setup.py sdist
+      - name: Install Python package
+        working-directory: flink-ml-python
+        run: python -m pip install dist/*.tar.gz

Review Comment:
   I think we can create a dedicated workflow action to build python package 
and this can be used in the release.



##########
.github/workflows/python-checks.yml:
##########
@@ -32,6 +32,12 @@ jobs:
       - name: Install dependencies
         working-directory: flink-ml-python/dev
         run: python -m pip install -r dev-requirements.txt
+      - name: Build Python package
+        working-directory: flink-ml-python
+        run: python setup.py sdist
+      - name: Install Python package
+        working-directory: flink-ml-python
+        run: python -m pip install dist/*.tar.gz

Review Comment:
   I found we forgot to add license header to `java8-build.yml` and 
`python-checks.yml`



##########
flink-ml-python/pyflink/ml/tests/test_utils.py:
##########
@@ -43,30 +40,3 @@ def setUp(self):
 
     def tearDown(self) -> None:
         shutil.rmtree(self.temp_dir, ignore_errors=True)
-
-    def _load_dependency_jars(self):
-        from pyflink.ml.version import __version__
-
-        flink_version = __version__.replace(".dev0", "-SNAPSHOT")
-        this_directory = os.path.abspath(os.path.dirname(__file__))
-        FLINK_ML_HOME = os.path.abspath(os.path.join(
-            this_directory,
-            "../../../../flink-ml-dist/target/flink-ml-%s-bin/flink-ml-%s" %
-            (flink_version, flink_version)))
-        FLINK_ML_LIB_PATH = os.path.join(FLINK_ML_HOME, "lib")
-        if not os.path.isdir(FLINK_ML_LIB_PATH):
-            raise Exception("You need to build Flink ML with maven you can 
run: "
-                            "mvn -DskipTests clean package")
-
-        for file in os.listdir(FLINK_ML_LIB_PATH):
-            if file.endswith('.jar'):
-                
self.env.add_classpaths("file://{0}/{1}".format(FLINK_ML_LIB_PATH, file))
-
-        # load flink-ml-lib/flink-ml-lib-*-tests.jar
-        FLINK_ML_LIB_SOURCE_PATH = os.path.abspath(os.path.join(
-            this_directory, "../../../../flink-ml-lib"))
-
-        ml_test_jar = glob.glob(os.path.join(
-            FLINK_ML_LIB_SOURCE_PATH, "target", "flink-ml-lib-*-tests.jar"))[0]
-
-        self.env.add_classpaths("file://{0}".format(ml_test_jar))

Review Comment:
   Why remove this logic? We can't let developers need to reinstall every time 
when they modify the code to make the changed code take effect
   



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