geocode external function define

analyses/call_eudf_address_to_coordinates.sql

@@ -1,5 +1,19 @@
-select 
-    company_address_id,
-    district_id,
-    {{ address_to_coordinates( 'company_address_id', 'district_id' ) }} as output_1
-from {{ ref('test_address__mock_data') }};
+-- This block of code returns the entire json 
+-- select 
+--     ADDRESS_LINE_ONE,
+--     ADDRESS_LINE_TWO,
+--     {{ address_to_coordinates( 'ADDRESS_LINE_ONE', 'ADDRESS_LINE_TWO', 'POSTCODE', 'DISTRICT_NAME', 'STATE_NAME' ) }} as output_1
+-- from {{ ref('test_address__mock_data') }};
+
+-- This block of code returns the latitude, longitude, metadata, every data column
+WITH json_data AS (
+  SELECT PARSE_JSON( {{ address_to_coordinates( 'ADDRESS_LINE_ONE', 'ADDRESS_LINE_TWO', 'POSTCODE', 'DISTRICT_NAME', 'STATE_NAME' ) }} ) AS response
+  from {{ ref('test_address__mock_data') }}
+)
+SELECT
+  response[0]:geometry:location:lat::float AS LATITUDE,
+  response[0]:geometry:location:lng::float AS LONGITUDE,
+  response AS METADATA,
+  t.*
+FROM json_data
+CROSS JOIN {{ ref('test_address__mock_data') }} AS t;

macros/address_to_coordinates.sql

@@ -1,5 +1,5 @@
 -- Macro to call EUDF stored in snowflake
 -- id, created_datetime, updated_datetime, reference, address_1, address_2, postcode, district, state, country
-{%- macro address_to_coordinates(column1, column2) -%}
-    GLOBAL_FUNCTION.EUDF.ECHO_ADDRESS_TO_COORDINATES({{column1}}, {{column2}})
+{%- macro address_to_coordinates(column1, column2, column3, column4, column5) -%}
+    GLOBAL_FUNCTION.EUDF.ECHO_ADDRESS_TO_COORDINATES({{column1}}, {{column2}}, {{column3}}, {{column4}}, {{column5}})
 {%- endmacro -%}

models/marts/warehouse/geo_loc_test.sql

@@ -0,0 +1,4 @@
+select 
+    company_address_id,
+    echo_address_to_coordinates(company_address_id, district_name)
+from {{ ref('test_address__mock_data') }}