diff --git a/.make.defaults b/.make.defaults
index d6649dab3..3a7f690cf 100644
--- a/.make.defaults
+++ b/.make.defaults
@@ -672,6 +672,7 @@ ifeq ($(USE_REPO_LIB_SRC), 1)
 	@# Help: Update pyproject.toml to depend on lib versions defined in .make.versions 
 	if [ -e pyproject.toml ]; then					\
 	    cat pyproject.toml | sed 									\
+		-e 's/"data-prep-toolkit\[ray\]\([=><~][=]\).*"/"data-prep-toolkit[ray]\1$(DPK_LIB_VERSION)"/' 	\
 		-e 's/"data-prep-toolkit-ray\([=><~][=]\).*"/"data-prep-toolkit-ray\1$(DPK_LIB_VERSION)"/' 	\
 		-e 's/"data-prep-toolkit-spark\([=><~][=]\).*"/"data-prep-toolkit-spark\1$(DPK_LIB_VERSION)"/' 	\
 		-e 's/"data-prep-toolkit-kfp\([=><~][=]\).*"/"data-prep-toolkit-kfp\1$(DPK_LIB_KFP_VERSION)"/' 	\
@@ -683,6 +684,7 @@ ifeq ($(USE_REPO_LIB_SRC), 1)
 	 fi
 	if [ -e requirements.txt ]; then					\
 	    cat requirements.txt | sed 									\
+		-e 's/data-prep-toolkit\[ray\]\([=><~][=]\).*/data-prep-toolkit[ray]\1$(DPK_LIB_VERSION)/' 	\
 		-e 's/data-prep-toolkit-ray\([=><~][=]\).*/data-prep-toolkit-ray\1$(DPK_LIB_VERSION)/' 	\
 		-e 's/data-prep-toolkit-transforms\([=><~][=]\).*/data-prep-toolkit-transforms\1$(DPK_TRANSFORMS_VERSION)/' 	\
 		-e 's/data-prep-toolkit-spark\([=><~][=]\).*/data-prep-toolkit-spark\1$(DPK_LIB_VERSION)/' 	\
diff --git a/.make.versions b/.make.versions
index 63cfff06c..ed36fe8c8 100644
--- a/.make.versions
+++ b/.make.versions
@@ -19,7 +19,7 @@ DPK_MINOR_VERSION=2
 DPK_MICRO_VERSION=2
 # The suffix is generally always set in the main/development branch and only nulled out when creating release branches.
 # It can be manually incremented, for example, to allow publishing a new intermediate version wheel to pypi. 
-DPK_VERSION_SUFFIX=.dev1
+DPK_VERSION_SUFFIX=.dev2
 
 DPK_VERSION=$(DPK_MAJOR_VERSION).$(DPK_MINOR_VERSION).$(DPK_MICRO_VERSION)$(DPK_VERSION_SUFFIX)
 
diff --git a/data-processing-lib/pyproject.toml b/data-processing-lib/pyproject.toml
index 4881e261f..2e827ea82 100644
--- a/data-processing-lib/pyproject.toml
+++ b/data-processing-lib/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 keywords = ["data", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Toolkit Library for Ray and Python"
diff --git a/data-processing-lib/ray/Makefile b/data-processing-lib/ray/Makefile
index f70664ea7..082102091 100644
--- a/data-processing-lib/ray/Makefile
+++ b/data-processing-lib/ray/Makefile
@@ -17,8 +17,14 @@ setup::
 
 set-versions: .check-env
 	$(MAKE) TOML_VERSION=$(DPK_LIB_VERSION) .defaults.update-toml
-	cat pyproject.toml | sed -e 's/"ray[default]==.*",/"ray[default]==$(RAY)",/' > tt.toml
-	mv tt.toml pyproject.toml
+	if [ -e pyproject.toml ]; then					\
+		cat pyproject.toml | sed -e 's/"ray[default]==.*",/"ray[default]==$(RAY)",/' > tt.toml; \
+		mv tt.toml pyproject.toml; \
+	fi
+	if [ -e requirements.txt ]; then					\
+		cat requirements.txt | sed -e 's/ray[default]==.*/ray[default]==$(RAY)/' > tt.txt; \
+		mv tt.txt requirements.txt; \
+	fi
 
 
 build:: build-dist 
diff --git a/data-processing-lib/spark/pyproject.toml b/data-processing-lib/spark/pyproject.toml
index 15aedcfbd..89b4d9bf8 100644
--- a/data-processing-lib/spark/pyproject.toml
+++ b/data-processing-lib/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 keywords = ["data", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Toolkit Library for Spark"
@@ -11,7 +11,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit==0.2.2.dev1",	
+    "data-prep-toolkit==0.2.2.dev2",
     "pyspark>=3.5.2",
     "psutil>=6.0.0",
     "PyYAML>=6.0.2"
diff --git a/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml b/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
index d62342c5f..d7058f2ae 100644
--- a/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_v1"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -13,7 +13,7 @@ authors = [
 ]
 dependencies = [
     "kfp==1.8.22",
-    "data-prep-toolkit-kfp-shared==0.2.2.dev1",
+    "data-prep-toolkit-kfp-shared==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml b/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
index 3dab7eac9..04b6bc7a2 100644
--- a/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_v2"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -14,7 +14,7 @@ authors = [
 dependencies = [
     "kfp==2.8.0",
     "kfp-kubernetes==1.2.0",
-    "data-prep-toolkit-kfp-shared==0.2.2.dev1",
+    "data-prep-toolkit-kfp-shared==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml b/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
index df92a5e5a..df27ad1cf 100644
--- a/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_shared"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -14,7 +14,7 @@ authors = [
 dependencies = [
     "requests",
     "kubernetes",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/.make.transforms b/transforms/.make.transforms
index 3d0a4fda5..247ea2ae4 100644
--- a/transforms/.make.transforms
+++ b/transforms/.make.transforms
@@ -343,15 +343,11 @@ minio-stop:
 	$(call check_defined, TRANSFORM_PYTHON_VERSION)
 	$(MAKE) .defaults.update-toml
 	if [ -e pyproject.toml ]; then	\
-	    cat pyproject.toml | sed 	\
-	    -e 's/\("dpk[_-].*transform[_-]python[=<>~][=]\).*"/\1$(TRANSFORM_PYTHON_VERSION)"/'	\
-	    > tt.toml;			\
+	    cat pyproject.toml | sed  -e 's/\("dpk[_-].*transform[_-]python[=<>~][=]\).*"/\1$(TRANSFORM_PYTHON_VERSION)"/'> tt.toml;	\
 	    mv tt.toml pyproject.toml;	\
 	fi
 	if [ -e requirements.txt ]; then					\
-	    cat requirements.txt | sed 									\
-	    -e 's/\(dpk[_-].*transform[_-]python[=<>~][=]\).*/\1$(TRANSFORM_PYTHON_VERSION)/'	\
-	    > tt.txt;			\
+	    cat requirements.txt | sed -e 's/\(dpk[_-].*transform[_-]python[=<>~][=]\).*/\1$(TRANSFORM_PYTHON_VERSION)/' > tt.txt;	\
 	    mv tt.txt requirements.txt; \
 	fi
 
diff --git a/transforms/Makefile b/transforms/Makefile
index 63e635898..fc2dc6c6f 100644
--- a/transforms/Makefile
+++ b/transforms/Makefile
@@ -85,19 +85,19 @@ set-versions::
 
 set-pkg-version:
 	@# Help: Set tag for this package and its dependencies
-	cat pyproject.toml | sed -e 				\
-		's/^version[ ]*=.*/version = "'${TRANSFORMS_PKG_VERSION}'"/' 	\
-		> tt
-	mv tt pyproject.toml
-	echo $(DPK_VERSION)
-	cat requirements.txt |	sed -e \
-		's/data-prep-toolkit\([=><~][=]\).*/data-prep-toolkit\1$(DPK_VERSION)/' 	\
-	    > tt
-	mv tt requirements.txt
-	cat requirements-ray.txt |	sed -e	\
-		's/data-prep-toolkit\[ray\]\([=><~][=]\).*/data-prep-toolkit\[ray\]\1$(DPK_VERSION)/' 	\
-	    > tt
-	mv tt requirements-ray.txt
+	if [ -e pyproject.toml ]; then					\
+		cat pyproject.toml | sed -e 's/^version[ ]*=.*/version = "'${TRANSFORMS_PKG_VERSION}'"/' > tt; \
+		mv tt pyproject.toml; \
+	fi
+	#echo $(DPK_VERSION)
+	if [ -e requirements.txt ]; then					\
+		cat requirements.txt |	sed -e 's/data-prep-toolkit\([=><~][=]\).*/data-prep-toolkit\1$(DPK_VERSION)/' > tt; \
+		mv tt requirements.txt; \
+	fi
+	if [ -e requirements-ray.txt ]; then					\
+		cat requirements-ray.txt |	sed -e 's/data-prep-toolkit\[ray\]\([=><~][=]\).*/data-prep-toolkit\[ray\]\1$(DPK_VERSION)/' > tt; \
+		mv tt requirements-ray.txt; \
+	fi
 
 
 build-pkg-dist:
@@ -122,7 +122,7 @@ test-pkg-dist:
 	-rm -fr venv
 	python -m venv venv
 	source venv/bin/activate && $(PYTHON) -m pip  install '$(REPOROOT)/data-processing-lib/dist/data_prep_toolkit-$(DPK_VERSION)-py3-none-any.whl[dev,ray]'
-	source venv/bin/activate && $(PYTHON) -m pip  install 'dist/data_prep_toolkit_transforms-$(DPK_TRANSFORMS_VERSION)-py3-none-any.whl[all]'
+	source venv/bin/activate && $(PYTHON) -m pip  install 'dist/data_prep_toolkit_transforms-$(TRANSFORMS_PKG_VERSION)-py3-none-any.whl[all]'
 	for T in $(shell find . | grep '[ray| python]/test$$') ; do \
         echo "running unit test on: $$T" ; \
 		source venv/bin/activate && $(PYTEST) $$T; \
diff --git a/transforms/code/code2parquet/python/pyproject.toml b/transforms/code/code2parquet/python/pyproject.toml
index 0c115efc3..5e6f41bb2 100644
--- a/transforms/code/code2parquet/python/pyproject.toml
+++ b/transforms/code/code2parquet/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code2parquet_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "code2parquet Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/code2parquet/python/requirements.txt b/transforms/code/code2parquet/python/requirements.txt
index 45f677e77..bbb84b749 100644
--- a/transforms/code/code2parquet/python/requirements.txt
+++ b/transforms/code/code2parquet/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 parameterized
 pandas
diff --git a/transforms/code/code2parquet/ray/pyproject.toml b/transforms/code/code2parquet/ray/pyproject.toml
index b4627e3f0..15a4be4c1 100644
--- a/transforms/code/code2parquet/ray/pyproject.toml
+++ b/transforms/code/code2parquet/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code2parquet_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "code2parquet Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev1",
-    "dpk-code2parquet-transform-python==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-code2parquet-transform-python==0.2.2.dev2",
     "parameterized",
     "pandas",
 ]
diff --git a/transforms/code/code_profiler/python/pyproject.toml b/transforms/code/code_profiler/python/pyproject.toml
index b178395dd..492603d54 100644
--- a/transforms/code/code_profiler/python/pyproject.toml
+++ b/transforms/code/code_profiler/python/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dpk_code_profiler_transform_python"
-version = "0.2.2.dev0"
-requires-python = ">=3.10"
+version = "0.2.2.dev2"
+requires-python = ">=3.10,<3.13"
 description = "Code Profiler Python Transform"
 license = {text = "Apache-2.0"}
 readme = {file = "README.md", content-type = "text/markdown"}
diff --git a/transforms/code/code_profiler/python/requirements.txt b/transforms/code/code_profiler/python/requirements.txt
index 9946becee..e88dc78ea 100644
--- a/transforms/code/code_profiler/python/requirements.txt
+++ b/transforms/code/code_profiler/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 parameterized
 pandas
 aiolimiter==1.1.0
diff --git a/transforms/code/code_profiler/ray/pyproject.toml b/transforms/code/code_profiler/ray/pyproject.toml
index 6725b0ba1..933152e3f 100644
--- a/transforms/code/code_profiler/ray/pyproject.toml
+++ b/transforms/code/code_profiler/ray/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dpk_code_profiler_transform_ray"
-version = "0.2.2.dev0"
-requires-python = ">=3.10"
+version = "0.2.2.dev2"
+requires-python = ">=3.10,<3.13"
 description = "Code Profiler Ray Transform"
 license = {text = "Apache-2.0"}
 readme = {file = "README.md", content-type = "text/markdown"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Pankaj Thorat", email = "pankaj.thorat@ibm.com" },
 ]
 dependencies = [
-	"dpk-code-profiler-transform-python==0.2.2.dev0",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+	"dpk-code-profiler-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 	]
 
 [build-system]
diff --git a/transforms/code/code_quality/python/pyproject.toml b/transforms/code/code_quality/python/pyproject.toml
index b217060f5..5f201c8ae 100644
--- a/transforms/code/code_quality/python/pyproject.toml
+++ b/transforms/code/code_quality/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_quality_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Code Quality Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/code_quality/python/requirements.txt b/transforms/code/code_quality/python/requirements.txt
index 4ee249788..0bd936ef2 100644
--- a/transforms/code/code_quality/python/requirements.txt
+++ b/transforms/code/code_quality/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 bs4==0.0.2
 transformers==4.38.2
diff --git a/transforms/code/code_quality/ray/pyproject.toml b/transforms/code/code_quality/ray/pyproject.toml
index ac56ee0f5..290429f95 100644
--- a/transforms/code/code_quality/ray/pyproject.toml
+++ b/transforms/code/code_quality/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_quality_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Code Quality Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Shivdeep Singh", email = "shivdeep.singh@ibm.com" },
 ]
 dependencies = [
-    "dpk-code-quality-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-code-quality-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/code/header_cleanser/python/pyproject.toml b/transforms/code/header_cleanser/python/pyproject.toml
index 79dee12a1..ecaf4d7bb 100644
--- a/transforms/code/header_cleanser/python/pyproject.toml
+++ b/transforms/code/header_cleanser/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_header_cleanser_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "License and Copyright Removal Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/header_cleanser/python/requirements.txt b/transforms/code/header_cleanser/python/requirements.txt
index 4502a5fdb..c2d0d8793 100644
--- a/transforms/code/header_cleanser/python/requirements.txt
+++ b/transforms/code/header_cleanser/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 scancode-toolkit==32.1.0 ; platform_system != 'Darwin'
 
diff --git a/transforms/code/header_cleanser/ray/pyproject.toml b/transforms/code/header_cleanser/ray/pyproject.toml
index 3acb075f9..adff71cfc 100644
--- a/transforms/code/header_cleanser/ray/pyproject.toml
+++ b/transforms/code/header_cleanser/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_header_cleanser_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "License and copyright removal Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Yash kalathiya", email = "yashkalathiya164@gmail.com" },
 ]
 dependencies = [
-    "dpk-header-cleanser-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-header-cleanser-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
     "scancode-toolkit==32.1.0",
 ]
 
diff --git a/transforms/code/license_select/python/pyproject.toml b/transforms/code/license_select/python/pyproject.toml
index 740c5ccbb..30f2f001e 100644
--- a/transforms/code/license_select/python/pyproject.toml
+++ b/transforms/code/license_select/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_license_select_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "License Select Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/license_select/python/requirements.txt b/transforms/code/license_select/python/requirements.txt
index 82723b6ef..368287e5d 100644
--- a/transforms/code/license_select/python/requirements.txt
+++ b/transforms/code/license_select/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev1
\ No newline at end of file
+data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
diff --git a/transforms/code/license_select/ray/pyproject.toml b/transforms/code/license_select/ray/pyproject.toml
index 5307e1783..815121787 100644
--- a/transforms/code/license_select/ray/pyproject.toml
+++ b/transforms/code/license_select/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_license_select_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "License Select Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Mark Lewis", email = "mark_lewis@uk.ibm.com" },
 ]
 dependencies = [
-    "dpk-license-select-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-license-select-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/code/malware/python/pyproject.toml b/transforms/code/malware/python/pyproject.toml
index 53af8fa4e..22d92fd8c 100644
--- a/transforms/code/malware/python/pyproject.toml
+++ b/transforms/code/malware/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_malware_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Malware Python Transform"
 license = {text = "Apache-2.0"}
@@ -9,7 +9,7 @@ authors = [
     { name = "Takuya Goto", email = "tkyg@jp.ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit==0.2.2.dev1",
+    "data-prep-toolkit==0.2.2.dev2",
     "clamd==1.0.2",
 ]
 
diff --git a/transforms/code/malware/ray/pyproject.toml b/transforms/code/malware/ray/pyproject.toml
index b04f6ab2b..791b8d253 100644
--- a/transforms/code/malware/ray/pyproject.toml
+++ b/transforms/code/malware/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_malware_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Malware Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Takuya Goto", email = "tkyg@jp.ibm.com" },
 ]
 dependencies = [
-    "dpk-malware-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-malware-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/code/proglang_select/python/pyproject.toml b/transforms/code/proglang_select/python/pyproject.toml
index b120e5064..186198d83 100644
--- a/transforms/code/proglang_select/python/pyproject.toml
+++ b/transforms/code/proglang_select/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_proglang_select_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Programming Language Selection Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/proglang_select/python/requirements.txt b/transforms/code/proglang_select/python/requirements.txt
index 82723b6ef..368287e5d 100644
--- a/transforms/code/proglang_select/python/requirements.txt
+++ b/transforms/code/proglang_select/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev1
\ No newline at end of file
+data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
diff --git a/transforms/code/proglang_select/ray/pyproject.toml b/transforms/code/proglang_select/ray/pyproject.toml
index 5b2a488f1..bf3e5f9f4 100644
--- a/transforms/code/proglang_select/ray/pyproject.toml
+++ b/transforms/code/proglang_select/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_proglang_select_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Programming Language Selection Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Shivdeep Singh", email = "shivdeep.singh@ibm.com" },
 ]
 dependencies = [
-    "dpk-proglang-select-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-proglang-select-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/code/repo_level_ordering/ray/Makefile b/transforms/code/repo_level_ordering/ray/Makefile
index 8d2f784fb..722c89fdf 100644
--- a/transforms/code/repo_level_ordering/ray/Makefile
+++ b/transforms/code/repo_level_ordering/ray/Makefile
@@ -31,7 +31,8 @@ test-src:: .transforms.test-src
 
 setup:: .transforms.setup
 
-test-image:: .transforms.ray-test-image
+#test-image:: .transforms.ray-test-image
+test-image:: .transforms.ray-image .transforms.test-image-help .transforms.clean
 
 build:: build-dist image
 
diff --git a/transforms/code/repo_level_ordering/ray/pyproject.toml b/transforms/code/repo_level_ordering/ray/pyproject.toml
index d29f704e4..80440a362 100644
--- a/transforms/code/repo_level_ordering/ray/pyproject.toml
+++ b/transforms/code/repo_level_ordering/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_repo_level_order_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "repo_level_order Ray Transform"
 license = {text = "Apache-2.0"}
@@ -11,7 +11,7 @@ authors = [
     { name = "Shanmukha Guttula", email = "shagutt1@in.ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
     "networkx==3.3",
     "colorlog==6.8.2",
     "func-timeout==4.3.5",
diff --git a/transforms/language/doc_chunk/python/requirements.txt b/transforms/language/doc_chunk/python/requirements.txt
index 446998895..7213c4199 100644
--- a/transforms/language/doc_chunk/python/requirements.txt
+++ b/transforms/language/doc_chunk/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 docling-core==2.3.0
 llama-index-core>=0.11.0,<0.12.0
diff --git a/transforms/language/doc_chunk/ray/pyproject.toml b/transforms/language/doc_chunk/ray/pyproject.toml
index aa4e5d093..29b594fac 100644
--- a/transforms/language/doc_chunk/ray/pyproject.toml
+++ b/transforms/language/doc_chunk/ray/pyproject.toml
@@ -12,7 +12,7 @@ authors = [
 ]
 dependencies = [
     "dpk-doc-chunk-transform-python==0.3.0",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/language/doc_chunk/transform.config b/transforms/language/doc_chunk/transform.config
index f433f360b..1df42f298 100644
--- a/transforms/language/doc_chunk/transform.config
+++ b/transforms/language/doc_chunk/transform.config
@@ -14,7 +14,7 @@ TRANSFORM_NAME=doc_chunk
 #
 # If you change the versions numbers, be sure to run "make set-versions" to 
 # update version numbers across the transform (e.g., pyproject.toml).
-DOC_CHUNK_PYTHON_VERSION=$(DPK_VERSION)
+DOC_CHUNK_PYTHON_VERSION=0.3.0
 DOC_CHUNK_RAY_VERSION=$(DOC_CHUNK_PYTHON_VERSION)
 DOC_CHUNK_SPARK_VERSION=$(DOC_CHUNK_PYTHON_VERSION)
 
diff --git a/transforms/language/doc_quality/python/pyproject.toml b/transforms/language/doc_quality/python/pyproject.toml
index c4c9b2805..72406e945 100644
--- a/transforms/language/doc_quality/python/pyproject.toml
+++ b/transforms/language/doc_quality/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_quality_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Document Quality Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/doc_quality/python/requirements.txt b/transforms/language/doc_quality/python/requirements.txt
index 25bf48702..2993d6b12 100644
--- a/transforms/language/doc_quality/python/requirements.txt
+++ b/transforms/language/doc_quality/python/requirements.txt
@@ -1,2 +1,2 @@
 
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
diff --git a/transforms/language/doc_quality/ray/pyproject.toml b/transforms/language/doc_quality/ray/pyproject.toml
index 821298910..dc13d5f94 100644
--- a/transforms/language/doc_quality/ray/pyproject.toml
+++ b/transforms/language/doc_quality/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_quality_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Document Quality Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Daiki Tsuzuku", email = "dtsuzuku@jp.ibm.com" }
 ]
 dependencies = [
-    "dpk-doc_quality-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-doc_quality-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/language/html2parquet/python/pyproject.toml b/transforms/language/html2parquet/python/pyproject.toml
index 0f78a62dd..dfd0c3928 100644
--- a/transforms/language/html2parquet/python/pyproject.toml
+++ b/transforms/language/html2parquet/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_html2parquet_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "HTML2PARQUET Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/html2parquet/python/requirements.txt b/transforms/language/html2parquet/python/requirements.txt
index 8b507cedd..af6ffe1e5 100644
--- a/transforms/language/html2parquet/python/requirements.txt
+++ b/transforms/language/html2parquet/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 trafilatura==1.12.0
diff --git a/transforms/language/html2parquet/ray/pyproject.toml b/transforms/language/html2parquet/ray/pyproject.toml
index 5d2af9043..873883e49 100644
--- a/transforms/language/html2parquet/ray/pyproject.toml
+++ b/transforms/language/html2parquet/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_html2parquet_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "HTML2PARQUET Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/html2parquet/ray/requirements.txt b/transforms/language/html2parquet/ray/requirements.txt
index 2454b186e..151d05a3e 100644
--- a/transforms/language/html2parquet/ray/requirements.txt
+++ b/transforms/language/html2parquet/ray/requirements.txt
@@ -1,3 +1,3 @@
-dpk-html2parquet-transform-python==0.2.2.dev1
-data-prep-toolkit[ray]==0.2.2.dev1
+dpk-html2parquet-transform-python==0.2.2.dev2
+data-prep-toolkit[ray]==0.2.2.dev2
 trafilatura==1.12.0
\ No newline at end of file
diff --git a/transforms/language/lang_id/python/pyproject.toml b/transforms/language/lang_id/python/pyproject.toml
index 35406abc3..c5de6826a 100644
--- a/transforms/language/lang_id/python/pyproject.toml
+++ b/transforms/language/lang_id/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_lang_id_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Language Identification Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/lang_id/python/requirements.txt b/transforms/language/lang_id/python/requirements.txt
index d195ebfbb..a405f7afc 100644
--- a/transforms/language/lang_id/python/requirements.txt
+++ b/transforms/language/lang_id/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 fasttext==0.9.2
 langcodes==3.3.0
 huggingface-hub >= 0.21.4, <1.0.0
diff --git a/transforms/language/lang_id/ray/pyproject.toml b/transforms/language/lang_id/ray/pyproject.toml
index b9ae910a2..ac45a167e 100644
--- a/transforms/language/lang_id/ray/pyproject.toml
+++ b/transforms/language/lang_id/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_lang_id_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Language Identification Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Daiki Tsuzuku", email = "dtsuzuku@jp.ibm.com" }
 ]
 dependencies = [
-    "dpk-lang_id-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-lang_id-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/language/pdf2parquet/python/requirements.txt b/transforms/language/pdf2parquet/python/requirements.txt
index 0c25cc736..2912af252 100644
--- a/transforms/language/pdf2parquet/python/requirements.txt
+++ b/transforms/language/pdf2parquet/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 docling-core==2.3.0
 docling-ibm-models==2.0.3
 deepsearch-glm==0.26.1
diff --git a/transforms/language/pdf2parquet/ray/requirements.txt b/transforms/language/pdf2parquet/ray/requirements.txt
index 2952e499f..2b414c59e 100644
--- a/transforms/language/pdf2parquet/ray/requirements.txt
+++ b/transforms/language/pdf2parquet/ray/requirements.txt
@@ -1,5 +1,5 @@
 dpk-pdf2parquet-transform-python==0.3.0
-data-prep-toolkit[ray]==0.2.2.dev1
+data-prep-toolkit[ray]==0.2.2.dev2
 # docling-core==1.7.2
 # docling-ibm-models==2.0.0
 # deepsearch-glm==0.22.0
diff --git a/transforms/language/pdf2parquet/transform.config b/transforms/language/pdf2parquet/transform.config
index 1bda1908e..8e94170de 100644
--- a/transforms/language/pdf2parquet/transform.config
+++ b/transforms/language/pdf2parquet/transform.config
@@ -14,7 +14,7 @@ TRANSFORM_NAME=pdf2parquet
 #
 # If you change the versions numbers, be sure to run "make set-versions" to 
 # update version numbers across the transform (e.g., pyproject.toml).
-PDF2PARQUET_PYTHON_VERSION=$(DPK_VERSION)
+PDF2PARQUET_PYTHON_VERSION=0.3.0
 PDF2PARQUET_RAY_VERSION=$(PDF2PARQUET_PYTHON_VERSION)
 PDF2PARQUET_SPARK_VERSION=$(PDF2PARQUET_PYTHON_VERSION)
 
diff --git a/transforms/language/pii_redactor/python/pyproject.toml b/transforms/language/pii_redactor/python/pyproject.toml
index 3f9ddaaad..72c1bf783 100644
--- a/transforms/language/pii_redactor/python/pyproject.toml
+++ b/transforms/language/pii_redactor/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_pii_redactor_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "PII redactor Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/pii_redactor/python/requirements.txt b/transforms/language/pii_redactor/python/requirements.txt
index 6969b83b9..958210865 100644
--- a/transforms/language/pii_redactor/python/requirements.txt
+++ b/transforms/language/pii_redactor/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 presidio-analyzer>=2.2.355
 presidio-anonymizer>=2.2.355
 flair>=0.14.0
diff --git a/transforms/language/pii_redactor/ray/pyproject.toml b/transforms/language/pii_redactor/ray/pyproject.toml
index e6e35cd55..b96f16615 100644
--- a/transforms/language/pii_redactor/ray/pyproject.toml
+++ b/transforms/language/pii_redactor/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_pii_redactor_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "PII Redactor Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk_pii_redactor_transform_python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk_pii_redactor_transform_python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
     "presidio-analyzer>=2.2.355",
     "presidio-anonymizer>=2.2.355",
     "flair>=0.14.0",
diff --git a/transforms/language/text_encoder/python/pyproject.toml b/transforms/language/text_encoder/python/pyproject.toml
index 65cb16b5b..87dad3c1c 100644
--- a/transforms/language/text_encoder/python/pyproject.toml
+++ b/transforms/language/text_encoder/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_text_encoder_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Text Encoder Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/text_encoder/python/requirements.txt b/transforms/language/text_encoder/python/requirements.txt
index aab7681dc..2eb79e69b 100644
--- a/transforms/language/text_encoder/python/requirements.txt
+++ b/transforms/language/text_encoder/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 sentence-transformers==3.0.1
diff --git a/transforms/language/text_encoder/ray/pyproject.toml b/transforms/language/text_encoder/ray/pyproject.toml
index 777d65eae..ef08f697a 100644
--- a/transforms/language/text_encoder/ray/pyproject.toml
+++ b/transforms/language/text_encoder/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_text_encoder_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Text Encoder Ray Transform"
 license = {text = "Apache-2.0"}
@@ -11,8 +11,8 @@ authors = [
     { name = "Peter Staar", email = "taa@zurich.ibm.com" },
 ]
 dependencies = [
-    "dpk-text_encoder-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-text_encoder-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/pyproject.toml b/transforms/pyproject.toml
index 48ca02703..6e6cc2955 100644
--- a/transforms/pyproject.toml
+++ b/transforms/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_transforms"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 keywords = ["transforms", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
 description = "Data Preparation Toolkit Transforms using Ray"
diff --git a/transforms/requirements-dev.txt b/transforms/requirements-dev.txt
new file mode 100644
index 000000000..326d62c8e
--- /dev/null
+++ b/transforms/requirements-dev.txt
@@ -0,0 +1,9 @@
+twine
+pytest>=7.3.2
+pytest-dotenv>=0.5.2
+pytest-env>=1.0.0
+pre-commit>=3.3.2
+pytest-cov>=4.1.0
+pytest-mock>=3.10.0
+moto==5.0.5
+markupsafe==2.0.1
diff --git a/transforms/requirements-ray.txt b/transforms/requirements-ray.txt
index 00e6a157f..9012f685b 100644
--- a/transforms/requirements-ray.txt
+++ b/transforms/requirements-ray.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit[ray]>=0.2.2.dev1
+data-prep-toolkit[ray]>=0.2.2.dev2
 networkx==3.3
 colorlog==6.8.2
 func-timeout==4.3.5
diff --git a/transforms/requirements.txt b/transforms/requirements.txt
index 93631f7d4..8b48a970f 100644
--- a/transforms/requirements.txt
+++ b/transforms/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit>=0.2.2.dev1
\ No newline at end of file
+data-prep-toolkit>=0.2.2.dev2
diff --git a/transforms/transform.config b/transforms/transform.config
index afe747c21..c226171c6 100644
--- a/transforms/transform.config
+++ b/transforms/transform.config
@@ -14,4 +14,4 @@ TRANSFORM_NAME=data-prep-kit-transforms
 #
 # If you change the versions numbers, be sure to run "make set-versions" to 
 # update version numbers across the transform (e.g., pyproject.toml).
-TRANSFORMS_PKG_VERSION=$(DPK_VERSION)
+TRANSFORMS_PKG_VERSION=0.2.2.dev2
diff --git a/transforms/universal/doc_id/python/pyproject.toml b/transforms/universal/doc_id/python/pyproject.toml
index ad4fba0ab..0e2658087 100644
--- a/transforms/universal/doc_id/python/pyproject.toml
+++ b/transforms/universal/doc_id/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "ededup Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/doc_id/python/requirements.txt b/transforms/universal/doc_id/python/requirements.txt
index 82723b6ef..368287e5d 100644
--- a/transforms/universal/doc_id/python/requirements.txt
+++ b/transforms/universal/doc_id/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev1
\ No newline at end of file
+data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
diff --git a/transforms/universal/doc_id/ray/pyproject.toml b/transforms/universal/doc_id/ray/pyproject.toml
index 59e51f6df..5a5941155 100644
--- a/transforms/universal/doc_id/ray/pyproject.toml
+++ b/transforms/universal/doc_id/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "docid Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk_doc_id_transform_python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk_doc_id_transform_python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/doc_id/spark/pyproject.toml b/transforms/universal/doc_id/spark/pyproject.toml
index 312af5c96..36f345c09 100644
--- a/transforms/universal/doc_id/spark/pyproject.toml
+++ b/transforms/universal/doc_id/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Doc ID Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,7 +10,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[spark]==0.2.2.dev1",
+    "data-prep-toolkit[spark]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/ededup/python/pyproject.toml b/transforms/universal/ededup/python/pyproject.toml
index 21bfdad41..735104f20 100644
--- a/transforms/universal/ededup/python/pyproject.toml
+++ b/transforms/universal/ededup/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_ededup_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "ededup Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/ededup/python/requirements.txt b/transforms/universal/ededup/python/requirements.txt
index 84b4ac832..75baaef62 100644
--- a/transforms/universal/ededup/python/requirements.txt
+++ b/transforms/universal/ededup/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 mmh3>=4.1.0
 xxhash==3.4.1
diff --git a/transforms/universal/ededup/ray/pyproject.toml b/transforms/universal/ededup/ray/pyproject.toml
index 57e85e256..9e3885e50 100644
--- a/transforms/universal/ededup/ray/pyproject.toml
+++ b/transforms/universal/ededup/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_ededup_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "ededup Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev1",
-    "dpk_ededup_transform_python==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk_ededup_transform_python==0.2.2.dev2",
     "tqdm==4.66.3",
 ]
 
diff --git a/transforms/universal/fdedup/ray/pyproject.toml b/transforms/universal/fdedup/ray/pyproject.toml
index 3f5168773..923cbdf82 100644
--- a/transforms/universal/fdedup/ray/pyproject.toml
+++ b/transforms/universal/fdedup/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_fdedup_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "fdedup Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,7 +10,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
     "mmh3>=4.1.0",
     "xxhash==3.4.1",
     "tqdm==4.66.3",
diff --git a/transforms/universal/filter/python/pyproject.toml b/transforms/universal/filter/python/pyproject.toml
index b93a601e1..64f148799 100644
--- a/transforms/universal/filter/python/pyproject.toml
+++ b/transforms/universal/filter/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Filter Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/filter/python/requirements.txt b/transforms/universal/filter/python/requirements.txt
index 56be59c0a..9f1feff29 100644
--- a/transforms/universal/filter/python/requirements.txt
+++ b/transforms/universal/filter/python/requirements.txt
@@ -1,3 +1,3 @@
 
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 duckdb>=0.10.1
diff --git a/transforms/universal/filter/ray/pyproject.toml b/transforms/universal/filter/ray/pyproject.toml
index 3d66c64d7..a794a1a0b 100644
--- a/transforms/universal/filter/ray/pyproject.toml
+++ b/transforms/universal/filter/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Filter Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Constantin Adam", email = "cmadam@us.ibm.com" },
 ]
 dependencies = [
-    "dpk-filter-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-filter-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/filter/spark/pyproject.toml b/transforms/universal/filter/spark/pyproject.toml
index 2f108e063..7b60dba46 100644
--- a/transforms/universal/filter/spark/pyproject.toml
+++ b/transforms/universal/filter/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Filter Spark Transform"
 license = {text = "Apache-2.0"}
@@ -9,7 +9,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[spark]==0.2.2.dev1",
+    "data-prep-toolkit[spark]==0.2.2.dev2",
 ]
 
 [project.optional-dependencies]
diff --git a/transforms/universal/hap/python/pyproject.toml b/transforms/universal/hap/python/pyproject.toml
index fd775091e..389788363 100644
--- a/transforms/universal/hap/python/pyproject.toml
+++ b/transforms/universal/hap/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_hap_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "HAP Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/hap/python/requirements.txt b/transforms/universal/hap/python/requirements.txt
index efdb8662b..505dd9ceb 100644
--- a/transforms/universal/hap/python/requirements.txt
+++ b/transforms/universal/hap/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 nltk==3.9.1
 transformers==4.38.2
 torch==2.4.1
diff --git a/transforms/universal/hap/ray/pyproject.toml b/transforms/universal/hap/ray/pyproject.toml
index 412df9413..abbb1a30c 100644
--- a/transforms/universal/hap/ray/pyproject.toml
+++ b/transforms/universal/hap/ray/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dpk_hap_transform_ray"
-version = "0.2.2.dev1"
-requires-python = ">=3.10"
+version = "0.2.2.dev2"
+requires-python = ">=3.10,<3.13"
 description = "HAP Ray Transform"
 license = {text = "Apache-2.0"}
 readme = {file = "README.md", content-type = "text/markdown"}
diff --git a/transforms/universal/hap/ray/requirements.txt b/transforms/universal/hap/ray/requirements.txt
index b92c9d64c..0ed65f625 100644
--- a/transforms/universal/hap/ray/requirements.txt
+++ b/transforms/universal/hap/ray/requirements.txt
@@ -1,5 +1,5 @@
-data-prep-toolkit[ray]==0.2.2.dev1
-dpk-hap-transform-python==0.2.2.dev1
+data-prep-toolkit[ray]==0.2.2.dev2
+dpk-hap-transform-python==0.2.2.dev2
 nltk==3.9.1
 transformers==4.38.2
 torch==2.4.1
diff --git a/transforms/universal/noop/python/pyproject.toml b/transforms/universal/noop/python/pyproject.toml
index 81a46383c..998161e31 100644
--- a/transforms/universal/noop/python/pyproject.toml
+++ b/transforms/universal/noop/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Python Transform"
 license = {text = "Apache-2.0"}
@@ -10,7 +10,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit==0.2.2.dev1",
+    "data-prep-toolkit==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/noop/ray/pyproject.toml b/transforms/universal/noop/ray/pyproject.toml
index 519b63b29..5d475fe12 100644
--- a/transforms/universal/noop/ray/pyproject.toml
+++ b/transforms/universal/noop/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk-noop-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-noop-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/noop/spark/pyproject.toml b/transforms/universal/noop/spark/pyproject.toml
index cebc41cec..f867fb070 100644
--- a/transforms/universal/noop/spark/pyproject.toml
+++ b/transforms/universal/noop/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-noop-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[spark]==0.2.2.dev1",
+    "dpk-noop-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[spark]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/profiler/python/pyproject.toml b/transforms/universal/profiler/python/pyproject.toml
index e1e36f80a..95775e3a6 100644
--- a/transforms/universal/profiler/python/pyproject.toml
+++ b/transforms/universal/profiler/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "profiler Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/profiler/python/requirements.txt b/transforms/universal/profiler/python/requirements.txt
index 638e1b7b5..89801e4ad 100644
--- a/transforms/universal/profiler/python/requirements.txt
+++ b/transforms/universal/profiler/python/requirements.txt
@@ -1,5 +1,5 @@
 
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 mmh3==4.1.0
 xxhash==3.4.1
 
diff --git a/transforms/universal/profiler/ray/pyproject.toml b/transforms/universal/profiler/ray/pyproject.toml
index a67ffb305..6060653fa 100644
--- a/transforms/universal/profiler/ray/pyproject.toml
+++ b/transforms/universal/profiler/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "profiler Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev1",
-    "dpk_profiler_transform_python==0.2.2.dev1",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk_profiler_transform_python==0.2.2.dev2",
     "tqdm==4.66.3",
 ]
 
diff --git a/transforms/universal/profiler/spark/pyproject.toml b/transforms/universal/profiler/spark/pyproject.toml
index f0b294061..455684b4f 100644
--- a/transforms/universal/profiler/spark/pyproject.toml
+++ b/transforms/universal/profiler/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Profiler Spark Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-profiler-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[spark]==0.2.2.dev1",
+    "dpk-profiler-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[spark]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/resize/python/pyproject.toml b/transforms/universal/resize/python/pyproject.toml
index f393b5b0e..082f37f0c 100644
--- a/transforms/universal/resize/python/pyproject.toml
+++ b/transforms/universal/resize/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_python"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "resize Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/resize/python/requirements.txt b/transforms/universal/resize/python/requirements.txt
index 82723b6ef..368287e5d 100644
--- a/transforms/universal/resize/python/requirements.txt
+++ b/transforms/universal/resize/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev1
\ No newline at end of file
+data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
diff --git a/transforms/universal/resize/ray/pyproject.toml b/transforms/universal/resize/ray/pyproject.toml
index df0928fa2..1490303bb 100644
--- a/transforms/universal/resize/ray/pyproject.toml
+++ b/transforms/universal/resize/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Resize Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk-resize-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-resize-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/resize/spark/pyproject.toml b/transforms/universal/resize/spark/pyproject.toml
index 6a0493882..538c12d20 100644
--- a/transforms/universal/resize/spark/pyproject.toml
+++ b/transforms/universal/resize/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_spark"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Resize Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-resize-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[spark]==0.2.2.dev1",
+    "dpk-resize-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[spark]==0.2.2.dev2",
 ]
 
 [build-system]
diff --git a/transforms/universal/tokenization/python/pyproject.toml b/transforms/universal/tokenization/python/pyproject.toml
index 51e3cbff9..bc352f0fd 100644
--- a/transforms/universal/tokenization/python/pyproject.toml
+++ b/transforms/universal/tokenization/python/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dpk_tokenization_transform_python"
 keywords = ["tokenizer", "data", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Tokenization Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/tokenization/python/requirements.txt b/transforms/universal/tokenization/python/requirements.txt
index d64bcef48..5e00dbaa1 100644
--- a/transforms/universal/tokenization/python/requirements.txt
+++ b/transforms/universal/tokenization/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev1
+data-prep-toolkit==0.2.2.dev2
 transformers==4.38.2
diff --git a/transforms/universal/tokenization/ray/pyproject.toml b/transforms/universal/tokenization/ray/pyproject.toml
index 997987a46..095cb63e0 100644
--- a/transforms/universal/tokenization/ray/pyproject.toml
+++ b/transforms/universal/tokenization/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_tokenization_transform_ray"
-version = "0.2.2.dev1"
+version = "0.2.2.dev2"
 requires-python = ">=3.10,<3.13"
 description = "Tokenization Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Xuan-Hong Dang", email = "xuan-hong.dang@ibm.com"},
 ]
 dependencies = [
-    "dpk-tokenization-transform-python==0.2.2.dev1",
-    "data-prep-toolkit[ray]==0.2.2.dev1",
+    "dpk-tokenization-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.2.dev2",
 ]
 
 [build-system]