diff --git a/transforms/code/code2parquet/Makefile b/transforms/code/code2parquet/Makefile
index f4abce22c..027d29644 100644
--- a/transforms/code/code2parquet/Makefile
+++ b/transforms/code/code2parquet/Makefile
@@ -55,25 +55,25 @@ set-versions:
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/code_quality/Makefile b/transforms/code/code_quality/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/code/code_quality/Makefile
+++ b/transforms/code/code_quality/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/header_cleanser/Makefile b/transforms/code/header_cleanser/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/code/header_cleanser/Makefile
+++ b/transforms/code/header_cleanser/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/license_select/Makefile b/transforms/code/license_select/Makefile
index 3227b4ead..04b1cc451 100644
--- a/transforms/code/license_select/Makefile
+++ b/transforms/code/license_select/Makefile
@@ -47,25 +47,25 @@ load-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/malware/Makefile b/transforms/code/malware/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/code/malware/Makefile
+++ b/transforms/code/malware/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/proglang_select/Makefile b/transforms/code/proglang_select/Makefile
index 9ff00bad4..9e222ee79 100644
--- a/transforms/code/proglang_select/Makefile
+++ b/transforms/code/proglang_select/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/code/repo_level_ordering/Makefile b/transforms/code/repo_level_ordering/Makefile
index 3227b4ead..04b1cc451 100644
--- a/transforms/code/repo_level_ordering/Makefile
+++ b/transforms/code/repo_level_ordering/Makefile
@@ -47,25 +47,25 @@ load-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/doc_chunk/Makefile b/transforms/language/doc_chunk/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/language/doc_chunk/Makefile
+++ b/transforms/language/doc_chunk/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/doc_quality/Makefile b/transforms/language/doc_quality/Makefile
index e6b2b7535..a3f1865be 100644
--- a/transforms/language/doc_quality/Makefile
+++ b/transforms/language/doc_quality/Makefile
@@ -47,25 +47,25 @@ load-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/html2parquet/Makefile b/transforms/language/html2parquet/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/language/html2parquet/Makefile
+++ b/transforms/language/html2parquet/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/lang_id/Makefile b/transforms/language/lang_id/Makefile
index 0334ed721..af4a86873 100644
--- a/transforms/language/lang_id/Makefile
+++ b/transforms/language/lang_id/Makefile
@@ -60,25 +60,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/pdf2parquet/Makefile b/transforms/language/pdf2parquet/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/language/pdf2parquet/Makefile
+++ b/transforms/language/pdf2parquet/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/pii_redactor/Makefile b/transforms/language/pii_redactor/Makefile
index 317e3b1cc..8764d0dc2 100644
--- a/transforms/language/pii_redactor/Makefile
+++ b/transforms/language/pii_redactor/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/language/text_encoder/Makefile b/transforms/language/text_encoder/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/language/text_encoder/Makefile
+++ b/transforms/language/text_encoder/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/doc_id/Makefile b/transforms/universal/doc_id/Makefile
index 6d8eff8e4..be26d3bf4 100644
--- a/transforms/universal/doc_id/Makefile
+++ b/transforms/universal/doc_id/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/ededup/Makefile b/transforms/universal/ededup/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/ededup/Makefile
+++ b/transforms/universal/ededup/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/fdedup/Makefile b/transforms/universal/fdedup/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/fdedup/Makefile
+++ b/transforms/universal/fdedup/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/filter/Makefile b/transforms/universal/filter/Makefile
index 9ff00bad4..9e222ee79 100644
--- a/transforms/universal/filter/Makefile
+++ b/transforms/universal/filter/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/noop/Makefile b/transforms/universal/noop/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/noop/Makefile
+++ b/transforms/universal/noop/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/profiler/Makefile b/transforms/universal/profiler/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/profiler/Makefile
+++ b/transforms/universal/profiler/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/resize/Makefile b/transforms/universal/resize/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/resize/Makefile
+++ b/transforms/universal/resize/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi
 
diff --git a/transforms/universal/tokenization/Makefile b/transforms/universal/tokenization/Makefile
index 79ac7a32a..bca6f7e85 100644
--- a/transforms/universal/tokenization/Makefile
+++ b/transforms/universal/tokenization/Makefile
@@ -55,25 +55,25 @@ docker-save-image::
 
 .PHONY: workflow-venv
 workflow-venv:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-venv;   \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-venv;   \
+	fi
 
 .PHONY: workflow-test
 workflow-test:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-test;   \
-        fi
-        
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-test;   \
+	fi
+	
 .PHONY: workflow-upload
 workflow-upload:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C kfp_ray workflow-upload; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C kfp_ray workflow-upload; \
+	fi
 
 .PHONY: workflow-build
 workflow-build:
-        if [ -e kfp_ray ]; then                 \
-            $(MAKE) -C  kfp_ray workflow-build; \
-        fi
+	if [ -e kfp_ray ]; then                 \
+	    $(MAKE) -C  kfp_ray workflow-build; \
+	fi