---------------------------------------------------------------------------
-- Practical SQL: A Beginner's Guide to Storytelling with Data, 2nd Edition
-- by Anthony DeBarros

-- Chapter 12 Code Examples
----------------------------------------------------------------------------


-- Listing 12-1: Extracting components of a timestamp value using date_part()

SHOW ALL;

SELECT
    date_part('year', '2022-12-01 18:37:12 EST'::timestamptz) AS year,
    date_part('month', '2022-12-01 18:37:12 EST'::timestamptz) AS month,
    date_part('day', '2022-12-01 18:37:12 EST'::timestamptz) AS day,
    date_part('hour', '2022-12-01 18:37:12 EST'::timestamptz) AS hour,
    date_part('minute', '2022-12-01 18:37:12 EST'::timestamptz) AS minute,
    date_part('seconds', '2022-12-01 18:37:12 EST'::timestamptz) AS seconds,
    date_part('timezone_hour', '2022-12-01 18:37:12 EST'::timestamptz) AS tz,
    date_part('week', '2022-12-01 18:37:12 EST'::timestamptz) AS week,
    date_part('quarter', '2022-12-01 18:37:12 EST'::timestamptz) AS quarter,
    date_part('epoch', '2022-12-01 18:37:12 EST'::timestamptz) AS epoch;

SELECT '2022-12-01 18:37:12 EST'::timestamp AT TIME ZONE 'US/Pacific'

-- Bonus: Using the SQL-standard extract() for similar datetime parsing:

SELECT extract('year' from '2022-12-01 18:37:12 EST'::timestamptz) AS year;

-- Listing 12-2: Three functions for making datetimes from components

-- make a date
SELECT make_date(2022, 2, 22);
-- make a time
SELECT make_time(18, 4, 30.3);
-- make a timestamp with time zone
SELECT make_timestamptz(2022, 2, 22, 18, 4, 30.3, 'Europe/Lisbon');

-- Bonus: Retrieving the current date and time

SELECT
    current_timestamp,
    localtimestamp,
    current_date,
    current_time,
    localtime,
    now();

-- Listing 12-3: Comparing current_timestamp and clock_timestamp() during row insert

CREATE TABLE current_time_example (
    time_id integer GENERATED ALWAYS AS IDENTITY,
    current_timestamp_col timestamp with time zone,
    clock_timestamp_col timestamp with time zone
);

INSERT INTO current_time_example
            (current_timestamp_col, clock_timestamp_col)
    (SELECT current_timestamp,
            clock_timestamp()
     FROM generate_series(1,1000));

SELECT * FROM current_time_example;

-- Time Zones

-- Listing 12-4: Viewing your current time zone setting

SHOW timezone; -- Note: You can see all run-time defaults with SHOW ALL;

-- Listing 12-5: Showing time zone abbreviations and names

SELECT * FROM pg_timezone_abbrevs ORDER BY abbrev;
SELECT * FROM pg_timezone_names ORDER BY name;

-- Filter to find one
SELECT * FROM pg_timezone_names
WHERE name LIKE 'Europe%'
ORDER BY name;

-- Listing 12-6: Setting the time zone for a client session

SET TIME ZONE 'US/Pacific';

CREATE TABLE time_zone_test (
    test_date timestamp with time zone
);
INSERT INTO time_zone_test VALUES ('2023-01-01 4:00');
INSERT INTO time_zone_test VALUES ('2023-07-01 4:00');

SELECT test_date
FROM time_zone_test;

SET TIME ZONE 'US/Eastern';

SELECT test_date
FROM time_zone_test;

SELECT test_date AT TIME ZONE 'Asia/Seoul'
FROM time_zone_test;


-- Math with dates!

SELECT '1929-09-30'::date - '1929-09-27'::date;
SELECT '1929-09-30'::date + '5 years'::interval;


-- Taxi Rides

-- Listing 12-7: Creating a table and importing NYC yellow taxi data

CREATE TABLE nyc_yellow_taxi_trips (
    trip_id bigint GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
    vendor_id text NOT NULL,
    tpep_pickup_datetime timestamp with time zone NOT NULL,
    tpep_dropoff_datetime timestamp with time zone NOT NULL,
    passenger_count integer NOT NULL,
    trip_distance numeric(8,2) NOT NULL,
    pickup_longitude numeric(18,15) NOT NULL,
    pickup_latitude numeric(18,15) NOT NULL,
    rate_code_id text NOT NULL,
    store_and_fwd_flag text NOT NULL,
    dropoff_longitude numeric(18,15) NOT NULL,
    dropoff_latitude numeric(18,15) NOT NULL,
    payment_type text NOT NULL,
    fare_amount numeric(9,2) NOT NULL,
    extra numeric(9,2) NOT NULL,
    mta_tax numeric(5,2) NOT NULL,
    tip_amount numeric(9,2) NOT NULL,
    tolls_amount numeric(9,2) NOT NULL,
    improvement_surcharge numeric(9,2) NOT NULL,
    total_amount numeric(9,2) NOT NULL
);

COPY nyc_yellow_taxi_trips (
    vendor_id,
    tpep_pickup_datetime,
    tpep_dropoff_datetime,
    passenger_count,
    trip_distance,
    pickup_longitude,
    pickup_latitude,
    rate_code_id,
    store_and_fwd_flag,
    dropoff_longitude,
    dropoff_latitude,
    payment_type,
    fare_amount,
    extra,
    mta_tax,
    tip_amount,
    tolls_amount,
    improvement_surcharge,
    total_amount
   )
-- FROM 'C:\YourDirectory\nyc_yellow_taxi_trips.csv'
FROM '/Users/adebarros/Dropbox/DataMonky/Book-Writing/PracticalSQL_2e/Code-Repo/Chapter_12/nyc_yellow_taxi_trips.csv'
WITH (FORMAT CSV, HEADER);

CREATE INDEX tpep_pickup_idx
ON nyc_yellow_taxi_trips (tpep_pickup_datetime);

SELECT count(*) FROM nyc_yellow_taxi_trips;

-- Listing 12-8: Counting taxi trips by hour

SET TIME ZONE 'US/Eastern'; -- Set this if your PostgreSQL server defaults to a time zone other than US/Eastern

SELECT
    date_part('hour', tpep_pickup_datetime) AS trip_hour,
    count(*)
FROM nyc_yellow_taxi_trips
GROUP BY trip_hour
ORDER BY trip_hour;

-- Listing 12-9: Exporting taxi pickups per hour to a CSV file

COPY
    (SELECT
        date_part('hour', tpep_pickup_datetime) AS trip_hour,
        count(*)
    FROM nyc_yellow_taxi_trips
    GROUP BY trip_hour
    ORDER BY trip_hour
    )
-- TO 'C:\YourDirectory\hourly_taxi_pickups.csv'
TO '/Users/adebarros/Desktop/hourly_taxi_pickups.csv'
WITH (FORMAT CSV, HEADER);

-- Listing 12-10: Calculating median trip time by hour

SELECT
    date_part('hour', tpep_pickup_datetime) AS trip_hour,
    percentile_cont(.5)
        WITHIN GROUP (ORDER BY
            tpep_dropoff_datetime - tpep_pickup_datetime) AS median_trip
FROM nyc_yellow_taxi_trips
GROUP BY trip_hour
ORDER BY trip_hour;

-- Listing 12-11: Creating a table to hold train trip data

CREATE TABLE train_rides (
    trip_id bigint GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
    segment text NOT NULL,
    departure timestamp with time zone NOT NULL,
    arrival timestamp with time zone NOT NULL
);

INSERT INTO train_rides (segment, departure, arrival)
VALUES
    ('Chicago to New York', '2020-11-13 21:30 CST', '2020-11-14 18:23 EST'),
    ('New York to New Orleans', '2020-11-15 14:15 EST', '2020-11-16 19:32 CST'),
    ('New Orleans to Los Angeles', '2020-11-17 13:45 CST', '2020-11-18 9:00 PST'),
    ('Los Angeles to San Francisco', '2020-11-19 10:10 PST', '2020-11-19 21:24 PST'),
    ('San Francisco to Denver', '2020-11-20 9:10 PST', '2020-11-21 18:38 MST'),
    ('Denver to Chicago', '2020-11-22 19:10 MST', '2020-11-23 14:50 CST');

SET TIME ZONE 'US/Central';

SELECT * FROM train_rides;

-- Listing 12-12: Calculating the length of each trip segment

SELECT segment,
       to_char(departure, 'YYYY-MM-DD HH12:MI a.m. TZ') AS departure,
       arrival - departure AS segment_time
FROM train_rides;

-- Listing 12-13: Calculating cumulative intervals using OVER

SELECT segment,
       arrival - departure AS segment_time,
       sum(arrival - departure) OVER (ORDER BY trip_id) AS cume_time
FROM train_rides;

-- Listing 12-14: Better formatting for cumulative trip time

SELECT segment,
       arrival - departure AS segment_time,
       sum(date_part('epoch', (arrival - departure)))
           OVER (ORDER BY trip_id) * interval '1 second' AS cume_time
FROM train_rides;