diff --git a/dags/veda_data_pipeline/groups/processing_tasks.py b/dags/veda_data_pipeline/groups/processing_tasks.py
index b940bdc..2dc48a4 100644
--- a/dags/veda_data_pipeline/groups/processing_tasks.py
+++ b/dags/veda_data_pipeline/groups/processing_tasks.py
@@ -35,10 +35,10 @@ def submit_to_stac_ingestor_task(built_stac: dict):
         )
     return event
 
+
 @task(max_active_tis_per_dag=5)
 def build_stac_task(payload):
     from veda_data_pipeline.utils.build_stac.handler import stac_handler
     airflow_vars_json = Variable.get("aws_dags_variables", deserialize_json=True)
     event_bucket = airflow_vars_json.get("EVENT_BUCKET")
     return stac_handler(payload_src=payload, bucket_output=event_bucket)
-
diff --git a/dags/veda_data_pipeline/veda_dataset_pipeline.py b/dags/veda_data_pipeline/veda_dataset_pipeline.py
index 78a38a0..5302c27 100644
--- a/dags/veda_data_pipeline/veda_dataset_pipeline.py
+++ b/dags/veda_data_pipeline/veda_dataset_pipeline.py
@@ -11,19 +11,20 @@
     "collection": "<collection-id>",
     "data_type": "cog",
     "description": "<collection-description>",
-    "discovery_items": [
-        {
-            "bucket": "<bucket-name>",
-            "datetime_range": "<range>",
-            "discovery": "s3",
-            "filename_regex": "<regex>",
-            "prefix": "<example-prefix/>",
-        }
-    ],
-    "is_periodic": "<true|false>",
+    "discovery_items":
+        [
+            {
+                "bucket": "<bucket-name>",
+                "datetime_range": "<range>",
+                "discovery": "s3",
+                "filename_regex": "<regex>",
+                "prefix": "<example-prefix/>"
+            }
+        ],
+    "is_periodic": Param(True, type="boolean"),
     "license": "<collection-LICENSE>",
     "time_density": "<time-density>",
-    "title": "<collection-title>",
+    "title": "<collection-title>"
 }
 
 dag_doc_md = f"""
@@ -44,25 +45,7 @@
     "tags": ["collection", "discovery"],
 }
 
-template_dag_run_conf = {
-    "collection": "<collection-id>",
-    "data_type": "cog",
-    "description": "<collection-description>",
-    "discovery_items":
-        [
-            {
-                "bucket": "<bucket-name>",
-                "datetime_range": "<range>",
-                "discovery": "s3",
-                "filename_regex": "<regex>",
-                "prefix": "<example-prefix/>"
-            }
-        ],
-    "is_periodic": "<true|false>",
-    "license": "<collection-LICENSE>",
-    "time_density": "<time-density>",
-    "title": "<collection-title>"
-}
+
 
 with DAG("veda_dataset_pipeline", params=template_dag_run_conf, **dag_args) as dag:
     start = EmptyOperator(task_id="start")
diff --git a/dags/veda_data_pipeline/veda_discover_pipeline.py b/dags/veda_data_pipeline/veda_discover_pipeline.py
index e7af4c7..75df761 100644
--- a/dags/veda_data_pipeline/veda_discover_pipeline.py
+++ b/dags/veda_data_pipeline/veda_discover_pipeline.py
@@ -1,9 +1,6 @@
 import pendulum
 from airflow import DAG
 from airflow.operators.dummy_operator import DummyOperator
-from airflow.decorators import task
-from airflow.models.variable import Variable
-import json
 from veda_data_pipeline.groups.discover_group import discover_from_s3_task, get_files_task
 from veda_data_pipeline.groups.processing_tasks import submit_to_stac_ingestor_task, build_stac_task