Add RT VP vs Sched Table

warehouse/models/rt_views/gtfs_rt_vs_sched_routes.sql

@@ -0,0 +1,69 @@
+WITH 
+-- selecting the distinct trips from GTFS Vehicle Postions for two operators (SamTrans 290 and Big Blue Bus 300) and two months
+vp_trips AS (
+    SELECT DISTINCT
+     calitp_itp_id,
+     calitp_url_number,
+     date AS service_date,
+     trip_id AS vp_trip_id,
+     trip_route_id,
+     vehicle_id
+    FROM {{ ref('stg_rt__vehicle_positions') }}
+    WHERE date between '2022-05-01' AND '2022-06-30' 
+      AND (calitp_itp_id in (300, 290)
+)),
+-- selecting GTFS schedule data for the same two operators and two months
+sched_trips AS(
+SELECT 
+  trip_id, 
+  route_id,
+  service_date, 
+  calitp_itp_id, 
+  calitp_url_number
+FROM {{ref('gtfs_schedule_fact_daily_trips')}}
+WHERE service_date BETWEEN '2022-05-01' AND '2022-06-30' 
+    AND (calitp_itp_id in (300, 290)
+    AND is_in_service = True)
+),
+
+-- joining Vehicle Position data and Scheduled data on service date, trip id and itp id and url number
+rt_sched_joined AS(
+  SELECT
+  T1.calitp_itp_id,
+  T1.calitp_url_number,
+  T1.route_id,
+  T1.service_date,
+    COUNT(T1.trip_id) AS num_sched,
+    COUNT(T2.vp_trip_id) AS num_vp,
+    -- num_vp/num_sched AS pct_w_vp
+  FROM sched_trips AS T1
+  LEFT JOIN vp_trips AS T2
+    ON
+      T1.trip_id = T2.vp_trip_id
+      AND T1.calitp_itp_id = T2.calitp_itp_id
+      AND T1.calitp_url_number = T2.calitp_url_number
+      AND T1.service_date = T2.service_date
+  GROUP BY 1, 2, 3, 4
+),
+
+-- getting the percent of scheduled trips with vehicle position data and adding the common route name
+with_percent AS(
+  SELECT
+  T1.calitp_itp_id,
+  T2.agency_name,
+  T1.calitp_url_number,
+  T1.route_id,
+  T2.route_short_name,
+  T1.service_date,
+  T1.num_sched,
+  T1.num_vp,
+  num_vp/num_sched AS pct_w_vp
+  FROM rt_sched_joined AS T1
+  LEFT JOIN {{ref('gtfs_schedule_dim_routes')}} AS T2
+    ON
+      T1.route_id = T2.route_id
+      AND T1.calitp_itp_id = T2.calitp_itp_id
+      AND T1.calitp_url_number = T2.calitp_url_number
+)
+SELECT * 
+FROM with_percent