diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/append_sql_flow_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/append_sql_flow_main.json
index fc997fe..d8c3b6a 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/append_sql_flow_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/append_sql_flow_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_address_schema.json"
+        "schemaPath": "target_customer_address_schema.json"
     },
     "dataQualityExpectationsEnabled": true,
     "dataQualityExpectationsPath": "./customer_address_dqe.json",
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/ddl_schema_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/ddl_schema_main.json
index ee74dde..e5a5ba5 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/ddl_schema_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/ddl_schema_main.json
@@ -17,6 +17,6 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_ddl_schema.ddl"
+        "schemaPath": "target_feature_ddl_schema.ddl"
     }
 }
\ No newline at end of file
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_main.json
index e0709f8..b16654e 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_multifile_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_multifile_main.json
index c089576..481ae45 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_multifile_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_multifile_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_main.json
index 976cbf5..cbe9342 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_parquet_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_parquet_main.json
index e3667bd..a861d59 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_parquet_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_parquet_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_regex_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_regex_main.json
index b5d50fb..1bc3aa7 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_regex_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_datetime_recursive_and_partitioned_regex_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_flow_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_flow_main.json
index cc9661e..11100f6 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_flow_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_flow_main.json
@@ -33,7 +33,7 @@
                             },
                             "versionType": "timestamp",
                             "datetimeFormat": "%Y_%m_%d",
-                            "schemaPath": "source/feature_historic_snapshot_customer_schema.json",
+                            "schemaPath": "source_feature_historic_snapshot_customer_schema.json",
                             "selectExp": [
                                 "CUSTOMER_ID",
                                 "FIRST_NAME",
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_int_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_int_main.json
index dea075a..082e156 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_int_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_int_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_schema.json",
+        "schemaPath": "target_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_schema_and_select_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_schema_and_select_main.json
index acd9f24..03ce4d1 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_schema_and_select_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_files_schema_and_select_main.json
@@ -25,7 +25,7 @@
             },
             "versionType": "timestamp",
             "datetimeFormat": "%Y_%m_%d",
-            "schemaPath": "source/feature_historic_snapshot_customer_schema.json",
+            "schemaPath": "source_feature_historic_snapshot_customer_schema.json",
             "selectExp": [
                 "CUSTOMER_ID",
                 "FIRST_NAME",
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_table_datetime_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_table_datetime_main.json
index 7291879..43006a9 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_table_datetime_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/historical_snapshot_table_datetime_main.json
@@ -8,7 +8,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_historic_snapshot_customer_schema.json",
+        "schemaPath": "target_feature_historic_snapshot_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd1_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd1_main.json
index 11099f9..e8a21e4 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd1_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd1_main.json
@@ -24,7 +24,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_periodic_snapshot_customer_schema.json",
+        "schemaPath": "target_feature_periodic_snapshot_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd2_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd2_main.json
index 2a1444e..13dae50 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd2_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/periodic_snapshot_scd2_main.json
@@ -24,7 +24,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_periodic_snapshot_customer_schema.json",
+        "schemaPath": "target_feature_periodic_snapshot_customer_schema.json",
         "configFlags": ["disableOperationalMetadata"]
     },
     "cdcSnapshotSettings": {
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_extension_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_extension_main.json
index d8c467d..f19dfc8 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_extension_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_extension_main.json
@@ -18,7 +18,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_python_function_source_schema.json"
+        "schemaPath": "target_feature_python_function_source_schema.json"
     }
 }
 
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_main.json
index 9743f32..341d657 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_source_main.json
@@ -18,6 +18,6 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_python_function_source_schema.json"
+        "schemaPath": "target_feature_python_function_source_schema.json"
     }
 }
\ No newline at end of file
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_extension_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_extension_main.json
index 378cf68..68d17e0 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_extension_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_extension_main.json
@@ -20,7 +20,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_python_function_transform_schema.json"
+        "schemaPath": "target_feature_python_function_transform_schema.json"
     }
 }
 
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_main.json
index 68ae582..03bec9e 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/python_transform_main.json
@@ -20,6 +20,6 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_python_function_transform_schema.json"
+        "schemaPath": "target_feature_python_function_transform_schema.json"
     }
 }
\ No newline at end of file
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_flag_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_flag_main.json
index 3c51575..f582eb8 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_flag_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_flag_main.json
@@ -23,7 +23,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_address_schema.json"
+        "schemaPath": "target_customer_address_schema.json"
     },
     "dataQualityExpectationsEnabled": true,
     "dataQualityExpectationsPath": "./customer_address_dqe.json",
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_main.json
index e476c0c..795f67f 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_main.json
@@ -23,7 +23,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_address_schema.json"
+        "schemaPath": "target_customer_address_schema.json"
     },
     "dataQualityExpectationsEnabled": true,
     "dataQualityExpectationsPath": "./customer_address_dqe.json",
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_with_cdc_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_with_cdc_main.json
index 610d36d..72963d5 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_with_cdc_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/quarantine_table_with_cdc_main.json
@@ -23,7 +23,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/customer_address_schema.json"
+        "schemaPath": "target_customer_address_schema.json"
     },
     "cdcSettings": {
         "keys": [
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/version_mapping_flows_dataflowspec_main.json b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/version_mapping_flows_dataflowspec_main.json
index ad8a054..dbcf8c1 100644
--- a/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/version_mapping_flows_dataflowspec_main.json
+++ b/samples/bronze_sample/src/dataflows/feature_samples/dataflowspec/version_mapping_flows_dataflowspec_main.json
@@ -9,7 +9,7 @@
         "tableProperties": {
             "delta.enableChangeDataFeed": "true"
         },
-        "schemaPath": "target/feature_version_mapping_flows_schema.json"
+        "schemaPath": "target_feature_version_mapping_flows_schema.json"
     },
     "cdcApplyChanges": {
         "keys": [
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/source/feature_historic_snapshot_customer_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/source_feature_historic_snapshot_customer_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/source/feature_historic_snapshot_customer_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/source_feature_historic_snapshot_customer_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/customer_address_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_customer_address_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/customer_address_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_customer_address_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/customer_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_customer_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/customer_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_customer_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_ddl_schema.ddl b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_ddl_schema.ddl
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_ddl_schema.ddl
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_ddl_schema.ddl
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_historic_snapshot_customer_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_historic_snapshot_customer_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_historic_snapshot_customer_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_historic_snapshot_customer_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_periodic_snapshot_customer_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_periodic_snapshot_customer_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_periodic_snapshot_customer_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_periodic_snapshot_customer_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_python_function_source_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_python_function_source_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_python_function_source_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_python_function_source_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_python_function_transform_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_python_function_transform_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_python_function_transform_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_python_function_transform_schema.json
diff --git a/samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_version_mapping_flows_schema.json b/samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_version_mapping_flows_schema.json
similarity index 100%
rename from samples/bronze_sample/src/dataflows/feature_samples/schemas/target/feature_version_mapping_flows_schema.json
rename to samples/bronze_sample/src/dataflows/feature_samples/schemas/target_feature_version_mapping_flows_schema.json