Entrega Postgresql R
Descripcion
Ejercicio para entregar - Cada una de las consultas SQL estudiadas en la sección de Python se pueden realizar desde R. La diferencia central se encuentra en la forma como se usa la API de PostgreSQL para R, a saber RPostgreSQL, pero, las consultas SQL se mantienen iguales.
A manera de ejercicio, en esta tarea se propone dar solución a los problemas PostgreSQL Exercises, haciendo uso de Docker, Neon y la librería RPostgreSQL. Los ejercicios que se proponen resolver, serán un complemento a las consultas estudiadas en la sección de Python y R. Son de gran importancia en su tarea con Científico de Datos. Siga los siguientes pasos
Usando Docker, Neon y RPostgreSQL crear las tablas que aparecen el el siguiente link gettingstarted. Para descargar los datos a insertar en las tablas bookings, facilities, members, debe usar las consultas INSERT INTO que aparece en el siguiente link pgexercises.sql.
Resuelva los ejercicios que aparecen en el siguiente link: questions. Esto es, debe resolver los ejercicios de las secciones:
- Simple SQL Queries
- Joins and Subqueries
- Modifying data
- Aggregation
- Working with Timestamps
- String Operations
- Recursive Queries
Al final, como todas las tareas del curso, debe entregar un link de RPubs/Quarto con la solución a estos ejercicios y un ZIP con la base de datos creada y los archivos fuente, así como screenshots de las tablas creadas en Neon si estas no superan 0.5 GB.
Paquetes
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## pkgbuild::check_build_tools(debug = TRUE)## Found in Rtools 4.3 installation folderConexion a la base de datos:
library(DBI)
library(RPostgreSQL)
con <- dbConnect(
RPostgres::Postgres(),
dbname = "myname_db",
host = "localhost",
port = 5432,
user = "myname_user",
password = "password"
)Se utilizan las librerías DBI y RPostgreSQL para establecer una conexión a una base de datos PostgreSQL. Luego, se utiliza la función dbConnect() para conectarse a la base de datos especificada utilizando los parámetros proporcionados, como el nombre de la base de datos, el host, el puerto, el nombre de usuario y la contraseña.
dbListTables(conn = con)## [1] "employees" "courses" "users" "cordanousd"Se realiza una consulta la base de datos conectada (definida previamente como con) y devuelve una lista de todas las tablas disponibles en esa base de datos.
Creacion de Tablas:
Creacion de tabla Members
La primera consulta crea un esquema llamado “cd” si no existe.
La segunda consulta crea una tabla llamada “members” dentro del esquema “cd”, si no existe. Esta tabla tiene las siguientes columnas:
- memid (entero, no nulo, clave primaria)
- surname (cadena de caracteres, no nulo)
- firstname (cadena de caracteres, no nulo)
- address (cadena de caracteres, no nulo)
- zipcode (entero, no nulo)
- telephone (cadena de caracteres, no nulo)
- recommendedby (entero, puede ser nulo)
- joindate (marca de tiempo, no nulo)
Además, establece una restricción de clave externa en la columna recommendedby que referencia a la columna memid de la misma tabla, con la opción de establecer el valor como nulo en caso de eliminación.
Posterior se sube el cambio con dbSendQuery.
Imputacion de datos en tabla Members
queryisrtuser <-
"INSERT INTO cd.members (memid, surname, firstname, address, zipcode, telephone, recommendedby, joindate) VALUES
(0, 'GUEST', 'GUEST', 'GUEST', 0, '(000) 000-0000', NULL, '2012-07-01 00:00:00'),
(1, 'Smith', 'Darren', '8 Bloomsbury Close, Boston', 4321, '555-555-5555', NULL, '2012-07-02 12:02:05'),
(2, 'Smith', 'Tracy', '8 Bloomsbury Close, New York', 4321, '555-555-5555', NULL, '2012-07-02 12:08:23'),
(3, 'Rownam', 'Tim', '23 Highway Way, Boston', 23423, '(844) 693-0723', NULL, '2012-07-03 09:32:15'),
(4, 'Joplette', 'Janice', '20 Crossing Road, New York', 234, '(833) 942-4710', 1, '2012-07-03 10:25:05'),
(5, 'Butters', 'Gerald', '1065 Huntingdon Avenue, Boston', 56754, '(844) 078-4130', 1, '2012-07-09 10:44:09'),
(6, 'Tracy', 'Burton', '3 Tunisia Drive, Boston', 45678, '(822) 354-9973', NULL, '2012-07-15 08:52:55'),
(7, 'Dare', 'Nancy', '6 Hunting Lodge Way, Boston', 10383, '(833) 776-4001', 4, '2012-07-25 08:59:12'),
(8, 'Boothe', 'Tim', '3 Bloomsbury Close, Reading, 00234', 234, '(811) 433-2547', 3, '2012-07-25 16:02:35'),
(9, 'Stibbons', 'Ponder', '5 Dragons Way, Winchester', 87630, '(833) 160-3900', 6, '2012-07-25 17:09:05'),
(10, 'Owen', 'Charles', '52 Cheshire Grove, Winchester, 28563', 28563, '(855) 542-5251', 1, '2012-08-03 19:42:37'),
(11, 'Jones', 'David', '976 Gnats Close, Reading', 33862, '(844) 536-8036', 4, '2012-08-06 16:32:55'),
(12, 'Baker', 'Anne', '55 Powdery Street, Boston', 80743, '844-076-5141', 9, '2012-08-10 14:23:22'),
(13, 'Farrell', 'Jemima', '103 Firth Avenue, North Reading', 57392, '(855) 016-0163', NULL, '2012-08-10 14:28:01'),
(14, 'Smith', 'Jack', '252 Binkington Way, Boston', 69302, '(822) 163-3254', 1, '2012-08-10 16:22:05'),
(15, 'Bader', 'Florence', '264 Ursula Drive, Westford', 84923, '(833) 499-3527', 9, '2012-08-10 17:52:03'),
(16, 'Baker', 'Timothy', '329 James Street, Reading', 58393, '833-941-0824', 13, '2012-08-15 10:34:25'),
(17, 'Pinker', 'David', '5 Impreza Road, Boston', 65332, '811 409-6734', 13, '2012-08-16 11:32:47'),
(20, 'Genting', 'Matthew', '4 Nunnington Place, Wingfield, Boston', 52365, '(811) 972-1377', 5, '2012-08-19 14:55:55'),
(21, 'Mackenzie', 'Anna', '64 Perkington Lane, Reading', 64577, '(822) 661-2898', 1, '2012-08-26 09:32:05'),
(22, 'Coplin', 'Joan', '85 Bard Street, Bloomington, Boston', 43533, '(822) 499-2232', 16, '2012-08-29 08:32:41'),
(24, 'Sarwin', 'Ramnaresh', '12 Bullington Lane, Boston', 65464, '(822) 413-1470', 15, '2012-09-01 08:44:42'),
(26, 'Jones', 'Douglas', '976 Gnats Close, Reading', 11986, '844 536-8036', 11, '2012-09-02 18:43:05'),
(27, 'Rumney', 'Henrietta', '3 Burkington Plaza, Boston', 78533, '(822) 989-8876', 20, '2012-09-05 08:42:35'),
(28, 'Farrell', 'David', '437 Granite Farm Road, Westford', 43532, '(855) 755-9876', NULL, '2012-09-15 08:22:05'),
(29, 'Worthington-Smyth', 'Henry', '55 Jagbi Way, North Reading', 97676, '(855) 894-3758', 2, '2012-09-17 12:27:15'),
(30, 'Purview', 'Millicent', '641 Drudgery Close, Burnington, Boston', 34232, '(855) 941-9786', 2, '2012-09-18 19:04:01'),
(33, 'Tupperware', 'Hyacinth', '33 Cheerful Plaza, Drake Road, Westford', 68666, '(822) 665-5327', NULL, '2012-09-18 19:32:05'),
(35, 'Hunt', 'John', '5 Bullington Lane, Boston', 54333, '(899) 720-6978', 30, '2012-09-19 11:32:45'),
(36, 'Crumpet', 'Erica', 'Crimson Road, North Reading', 75655, '(811) 732-4816', 2, '2012-09-22 08:36:38'),
(37, 'Smith', 'Darren', '3 Funktown, Denzington, Boston', 66796, '(822) 577-3541', NULL, '2012-09-26 18:08:45')
ON CONFLICT (memid) DO NOTHING"
dbSendQuery(con, queryisrtuser)## <PqResult>
## SQL INSERT INTO cd.members (memid, surname, firstname, address, zipcode, telephone, recommendedby, joindate) VALUES
## (0, 'GUEST', 'GUEST', 'GUEST', 0, '(000) 000-0000', NULL, '2012-07-01 00:00:00'),
## (1, 'Smith', 'Darren', '8 Bloomsbury Close, Boston', 4321, '555-555-5555', NULL, '2012-07-02 12:02:05'),
## (2, 'Smith', 'Tracy', '8 Bloomsbury Close, New York', 4321, '555-555-5555', NULL, '2012-07-02 12:08:23'),
## (3, 'Rownam', 'Tim', '23 Highway Way, Boston', 23423, '(844) 693-0723', NULL, '2012-07-03 09:32:15'),
## (4, 'Joplette', 'Janice', '20 Crossing Road, New York', 234, '(833) 942-4710', 1, '2012-07-03 10:25:05'),
## (5, 'Butters', 'Gerald', '1065 Huntingdon Avenue, Boston', 56754, '(844) 078-4130', 1, '2012-07-09 10:44:09'),
## (6, 'Tracy', 'Burton', '3 Tunisia Drive, Boston', 45678, '(822) 354-9973', NULL, '2012-07-15 08:52:55'),
## (7, 'Dare', 'Nancy', '6 Hunting Lodge Way, Boston', 10383, '(833) 776-4001', 4, '2012-07-25 08:59:12'),
## (8, 'Boothe', 'Tim', '3 Bloomsbury Close, Reading, 00234', 234, '(811) 433-2547', 3, '2012-07-25 16:02:35'),
## (9, 'Stibbons', 'Ponder', '5 Dragons Way, Winchester', 87630, '(833) 160-3900', 6, '2012-07-25 17:09:05'),
## (10, 'Owen', 'Charles', '52 Cheshire Grove, Winchester, 28563', 28563, '(855) 542-5251', 1, '2012-08-03 19:42:37'),
## (11, 'Jones', 'David', '976 Gnats Close, Reading', 33862, '(844) 536-8036', 4, '2012-08-06 16:32:55'),
## (12, 'Baker', 'Anne', '55 Powdery Street, Boston', 80743, '844-076-5141', 9, '2012-08-10 14:23:22'),
## (13, 'Farrell', 'Jemima', '103 Firth Avenue, North Reading', 57392, '(855) 016-0163', NULL, '2012-08-10 14:28:01'),
## (14, 'Smith', 'Jack', '252 Binkington Way, Boston', 69302, '(822) 163-3254', 1, '2012-08-10 16:22:05'),
## (15, 'Bader', 'Florence', '264 Ursula Drive, Westford', 84923, '(833) 499-3527', 9, '2012-08-10 17:52:03'),
## (16, 'Baker', 'Timothy', '329 James Street, Reading', 58393, '833-941-0824', 13, '2012-08-15 10:34:25'),
## (17, 'Pinker', 'David', '5 Impreza Road, Boston', 65332, '811 409-6734', 13, '2012-08-16 11:32:47'),
## (20, 'Genting', 'Matthew', '4 Nunnington Place, Wingfield, Boston', 52365, '(811) 972-1377', 5, '2012-08-19 14:55:55'),
## (21, 'Mackenzie', 'Anna', '64 Perkington Lane, Reading', 64577, '(822) 661-2898', 1, '2012-08-26 09:32:05'),
## (22, 'Coplin', 'Joan', '85 Bard Street, Bloomington, Boston', 43533, '(822) 499-2232', 16, '2012-08-29 08:32:41'),
## (24, 'Sarwin', 'Ramnaresh', '12 Bullington Lane, Boston', 65464, '(822) 413-1470', 15, '2012-09-01 08:44:42'),
## (26, 'Jones', 'Douglas', '976 Gnats Close, Reading', 11986, '844 536-8036', 11, '2012-09-02 18:43:05'),
## (27, 'Rumney', 'Henrietta', '3 Burkington Plaza, Boston', 78533, '(822) 989-8876', 20, '2012-09-05 08:42:35'),
## (28, 'Farrell', 'David', '437 Granite Farm Road, Westford', 43532, '(855) 755-9876', NULL, '2012-09-15 08:22:05'),
## (29, 'Worthington-Smyth', 'Henry', '55 Jagbi Way, North Reading', 97676, '(855) 894-3758', 2, '2012-09-17 12:27:15'),
## (30, 'Purview', 'Millicent', '641 Drudgery Close, Burnington, Boston', 34232, '(855) 941-9786', 2, '2012-09-18 19:04:01'),
## (33, 'Tupperware', 'Hyacinth', '33 Cheerful Plaza, Drake Road, Westford', 68666, '(822) 665-5327', NULL, '2012-09-18 19:32:05'),
## (35, 'Hunt', 'John', '5 Bullington Lane, Boston', 54333, '(899) 720-6978', 30, '2012-09-19 11:32:45'),
## (36, 'Crumpet', 'Erica', 'Crimson Road, North Reading', 75655, '(811) 732-4816', 2, '2012-09-22 08:36:38'),
## (37, 'Smith', 'Darren', '3 Funktown, Denzington, Boston', 66796, '(822) 577-3541', NULL, '2012-09-26 18:08:45')
## ON CONFLICT (memid) DO NOTHING
## ROWS Fetched: 0 [complete]
## Changed: 0Se realiza la respectiva imputacion de datos a members haciendo uso de la palabra clave (Consulta) Insert y se envian los cambios a la base de datos.
Creacion de tabla Facilities
consultafacilities <- "
CREATE TABLE IF NOT EXISTS cd.facilities
(
facid integer NOT NULL,
name character varying(100) NOT NULL,
membercost numeric NOT NULL,
guestcost numeric NOT NULL,
initialoutlay numeric NOT NULL,
monthlymaintenance numeric NOT NULL,
CONSTRAINT facilities_pk PRIMARY KEY (facid)
)"
dbSendQuery(con, consultafacilities)## NOTICE: relation "facilities" already exists, skipping## <PqResult>
## SQL
## CREATE TABLE IF NOT EXISTS cd.facilities
## (
## facid integer NOT NULL,
## name character varying(100) NOT NULL,
## membercost numeric NOT NULL,
## guestcost numeric NOT NULL,
## initialoutlay numeric NOT NULL,
## monthlymaintenance numeric NOT NULL,
## CONSTRAINT facilities_pk PRIMARY KEY (facid)
## )
## ROWS Fetched: 0 [complete]
## Changed: 0La consulta crea una tabla llamada “facilities” dentro del esquema “cd”, si aún no existe. Esta tabla tiene las siguientes columnas:
- facid (entero, no nulo)
- name (cadena de caracteres, no nulo)
- membercost (numérico, no nulo)
- guestcost (numérico, no nulo)
- initialoutlay (numérico, no nulo)
- monthlymaintenance (numérico, no nulo)
Posterior se sube el cambio con dbSendQuery.
Imputacion de datos en tabla Facilities
queryisrtfcilt <-
"INSERT INTO cd.facilities (facid, name, membercost, guestcost, initialoutlay, monthlymaintenance) VALUES
(0, 'Tennis Court 1', 5, 25, 10000, 200),
(1, 'Tennis Court 2', 5, 25, 8000, 200),
(2, 'Badminton Court', 0, 15.5, 4000, 50),
(3, 'Table Tennis', 0, 5, 320, 10),
(4, 'Massage Room 1', 35, 80, 4000, 3000),
(5, 'Massage Room 2', 35, 80, 4000, 3000),
(6, 'Squash Court', 3.5, 17.5, 5000, 80),
(7, 'Snooker Table', 0, 5, 450, 15),
(8, 'Pool Table', 0, 5, 400, 15)
ON CONFLICT (facid) DO NOTHING"
dbSendQuery(con, queryisrtfcilt)## <PqResult>
## SQL INSERT INTO cd.facilities (facid, name, membercost, guestcost, initialoutlay, monthlymaintenance) VALUES
## (0, 'Tennis Court 1', 5, 25, 10000, 200),
## (1, 'Tennis Court 2', 5, 25, 8000, 200),
## (2, 'Badminton Court', 0, 15.5, 4000, 50),
## (3, 'Table Tennis', 0, 5, 320, 10),
## (4, 'Massage Room 1', 35, 80, 4000, 3000),
## (5, 'Massage Room 2', 35, 80, 4000, 3000),
## (6, 'Squash Court', 3.5, 17.5, 5000, 80),
## (7, 'Snooker Table', 0, 5, 450, 15),
## (8, 'Pool Table', 0, 5, 400, 15)
## ON CONFLICT (facid) DO NOTHING
## ROWS Fetched: 0 [complete]
## Changed: 0Se realiza la respectiva imputacion de datos a facilities haciendo uso de la palabra clave (Consulta) Insert y se envian los cambios a la base de datos.
Creacion de tabla Bookings
consultasbookings <- "
CREATE TABLE IF NOT EXISTS cd.bookings
(
bookid integer NOT NULL,
facid integer NOT NULL,
memid integer NOT NULL,
starttime timestamp NOT NULL,
slots integer NOT NULL,
CONSTRAINT bookings_pk PRIMARY KEY (bookid),
CONSTRAINT fk_bookings_facid FOREIGN KEY (facid) REFERENCES cd.facilities(facid),
CONSTRAINT fk_bookings_memid FOREIGN KEY (memid) REFERENCES cd.members(memid)
)"
dbSendQuery(con, consultasbookings)## NOTICE: relation "bookings" already exists, skipping## <PqResult>
## SQL
## CREATE TABLE IF NOT EXISTS cd.bookings
## (
## bookid integer NOT NULL,
## facid integer NOT NULL,
## memid integer NOT NULL,
## starttime timestamp NOT NULL,
## slots integer NOT NULL,
## CONSTRAINT bookings_pk PRIMARY KEY (bookid),
## CONSTRAINT fk_bookings_facid FOREIGN KEY (facid) REFERENCES cd.facilities(facid),
## CONSTRAINT fk_bookings_memid FOREIGN KEY (memid) REFERENCES cd.members(memid)
## )
## ROWS Fetched: 0 [complete]
## Changed: 0La consulta crea una tabla llamada “bookings” dentro del esquema “cd”, si aún no existe. Esta tabla tiene las siguientes columnas:
- bookid (entero, no nulo)
- facid (entero, no nulo)
- memid (entero, no nulo)
- starttime (marca de tiempo, no nulo)
- slots (entero, no nulo)
Además, se establecen las siguientes restricciones:
- Una restricción de clave primaria en la columna bookid.
- Una restricción de clave externa en la columna facid, que referencia la columna facid en la tabla “facilities” del mismo esquema.
- Una restricción de clave externa en la columna memid, que referencia la columna memid en la tabla “members” del mismo esquema. Posterior se sube el cambio con dbSendQuery.
Imputacion de datos en tabla Bookings
queryisrtbook <-
"INSERT INTO cd.bookings (bookid, facid, memid, starttime, slots) VALUES
(0, 3, 1, '2012-07-03 11:00:00', 2),
(1, 4, 1, '2012-07-03 08:00:00', 2),
(2, 6, 0, '2012-07-03 18:00:00', 2),
(3, 7, 1, '2012-07-03 19:00:00', 2),
(4, 8, 1, '2012-07-03 10:00:00', 1),
(5, 8, 1, '2012-07-03 15:00:00', 1),
(6, 0, 2, '2012-07-04 09:00:00', 3),
(7, 0, 2, '2012-07-04 15:00:00', 3),
(8, 4, 3, '2012-07-04 13:30:00', 2),
(9, 4, 0, '2012-07-04 15:00:00', 2),
(10, 4, 0, '2012-07-04 17:30:00', 2),
(11, 6, 0, '2012-07-04 12:30:00', 2),
(12, 6, 0, '2012-07-04 14:00:00', 2),
(13, 6, 1, '2012-07-04 15:30:00', 2),
(14, 7, 2, '2012-07-04 14:00:00', 2),
(15, 8, 2, '2012-07-04 12:00:00', 1),
(16, 8, 3, '2012-07-04 18:00:00', 1),
(17, 1, 0, '2012-07-05 17:30:00', 3),
(18, 2, 1, '2012-07-05 09:30:00', 3),
(19, 3, 3, '2012-07-05 09:00:00', 2),
(20, 3, 1, '2012-07-05 19:00:00', 2),
(21, 4, 3, '2012-07-05 18:30:00', 2),
(22, 6, 0, '2012-07-05 13:00:00', 2),
(23, 6, 1, '2012-07-05 14:30:00', 2),
(24, 7, 2, '2012-07-05 18:30:00', 2),
(25, 8, 3, '2012-07-05 12:30:00', 1),
(26, 0, 0, '2012-07-06 08:00:00', 3),
(27, 0, 0, '2012-07-06 14:00:00', 3),
(28, 0, 2, '2012-07-06 15:30:00', 3),
(29, 2, 1, '2012-07-06 17:00:00', 3),
(30, 3, 1, '2012-07-06 11:00:00', 2),
(31, 4, 3, '2012-07-06 12:00:00', 2),
(32, 6, 1, '2012-07-06 14:00:00', 2),
(33, 7, 2, '2012-07-06 08:30:00', 2),
(34, 7, 2, '2012-07-06 13:30:00', 2),
(35, 8, 3, '2012-07-06 15:30:00', 1),
(36, 0, 2, '2012-07-07 08:30:00', 3),
(37, 0, 0, '2012-07-07 12:30:00', 3),
(38, 0, 2, '2012-07-07 14:30:00', 3),
(39, 1, 3, '2012-07-07 08:30:00', 3),
(40, 2, 1, '2012-07-07 09:00:00', 3),
(41, 2, 1, '2012-07-07 11:30:00', 3),
(42, 2, 1, '2012-07-07 16:00:00', 3),
(43, 3, 2, '2012-07-07 12:30:00', 2),
(44, 4, 3, '2012-07-07 11:30:00', 2),
(45, 4, 3, '2012-07-07 14:00:00', 2),
(46, 4, 0, '2012-07-07 17:30:00', 2),
(47, 6, 0, '2012-07-07 08:30:00', 2),
(48, 6, 1, '2012-07-07 10:30:00', 2),
(49, 6, 1, '2012-07-07 14:30:00', 2),
(50, 6, 0, '2012-07-07 16:00:00', 2),
(51, 7, 2, '2012-07-07 11:30:00', 2),
(52, 8, 3, '2012-07-07 16:00:00', 1),
(53, 8, 3, '2012-07-07 17:30:00', 2),
(54, 0, 3, '2012-07-08 13:00:00', 3),
(55, 0, 2, '2012-07-08 17:30:00', 3),
(56, 1, 1, '2012-07-08 15:00:00', 3),
(57, 1, 1, '2012-07-08 17:30:00', 3),
(58, 3, 1, '2012-07-08 11:30:00', 2),
(59, 3, 3, '2012-07-08 18:30:00', 2),
(60, 3, 1, '2012-07-08 19:30:00', 2),
(61, 4, 0, '2012-07-08 11:00:00', 2),
(62, 4, 2, '2012-07-08 16:30:00', 2),
(63, 4, 0, '2012-07-08 18:00:00', 2),
(64, 4, 0, '2012-07-08 19:30:00', 2),
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ON CONFLICT (bookid) DO NOTHING;"
dbSendQuery(con, queryisrtbook)## <PqResult>
## SQL INSERT INTO cd.bookings (bookid, facid, memid, starttime, slots) VALUES
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## (3990, 2, 1, '2012-09-30 14:00:00', 6),
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## (4005, 4, 20, '2012-09-30 15:00:00', 2),
## (4006, 4, 0, '2012-09-30 16:00:00', 2),
## (4007, 4, 3, '2012-09-30 17:00:00', 2),
## (4008, 4, 0, '2012-09-30 18:00:00', 2),
## (4009, 5, 0, '2012-09-30 11:30:00', 2),
## (4010, 5, 0, '2012-09-30 19:30:00', 2),
## (4011, 6, 0, '2012-09-30 08:00:00', 2),
## (4012, 6, 27, '2012-09-30 09:30:00', 2),
## (4013, 6, 0, '2012-09-30 11:00:00', 2),
## (4014, 6, 0, '2012-09-30 12:30:00', 2),
## (4015, 6, 12, '2012-09-30 14:00:00', 2),
## (4016, 6, 0, '2012-09-30 15:30:00', 2),
## (4017, 6, 35, '2012-09-30 16:30:00', 2),
## (4018, 6, 0, '2012-09-30 17:30:00', 2),
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## (4020, 7, 27, '2012-09-30 08:30:00', 2),
## (4021, 7, 33, '2012-09-30 09:30:00', 2),
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## (4023, 7, 5, '2012-09-30 14:30:00', 2),
## (4024, 7, 15, '2012-09-30 16:30:00', 2),
## (4025, 7, 24, '2012-09-30 17:30:00', 2),
## (4026, 7, 5, '2012-09-30 19:00:00', 2),
## (4027, 8, 16, '2012-09-30 08:00:00', 1),
## (4028, 8, 21, '2012-09-30 08:30:00', 2),
## (4029, 8, 3, '2012-09-30 10:30:00', 1),
## (4030, 8, 16, '2012-09-30 11:00:00', 1),
## (4031, 8, 3, '2012-09-30 11:30:00', 1),
## (4032, 8, 17, '2012-09-30 12:00:00', 1),
## (4033, 8, 21, '2012-09-30 12:30:00', 1),
## (4034, 8, 3, '2012-09-30 13:00:00', 1),
## (4035, 8, 29, '2012-09-30 13:30:00', 1),
## (4036, 8, 28, '2012-09-30 14:30:00', 1),
## (4037, 8, 29, '2012-09-30 15:30:00', 1),
## (4038, 8, 29, '2012-09-30 16:30:00', 2),
## (4039, 8, 29, '2012-09-30 18:00:00', 1),
## (4040, 8, 21, '2012-09-30 18:30:00', 1),
## (4041, 8, 16, '2012-09-30 19:00:00', 1),
## (4042, 8, 29, '2012-09-30 19:30:00', 1),
## (4043, 8, 5, '2013-01-01 15:30:00', 1)
## ON CONFLICT (bookid) DO NOTHING;
## ROWS Fetched: 0 [complete]
## Changed: 0Se realiza la respectiva imputacion de datos a bookings haciendo uso de la palabra clave (Consulta) Insert y se envian los cambios a la base de datos.
Ejercicios:
Retrieve everything from a table
query01 <- "select * from cd.facilities"
res1<-dbGetQuery(con,query01)
print(res1)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5.0 25.0 10000 200
## 2 1 Tennis Court 2 5.0 25.0 8000 200
## 3 2 Badminton Court 0.0 15.5 4000 50
## 4 3 Table Tennis 0.0 5.0 320 10
## 5 4 Massage Room 1 35.0 80.0 4000 3000
## 6 5 Massage Room 2 35.0 80.0 4000 3000
## 7 6 Squash Court 3.5 17.5 5000 80
## 8 7 Snooker Table 0.0 5.0 450 15
## 9 8 Pool Table 0.0 5.0 400 15
Retrieve everything from a table
Esta consulta hace una selección de todas las columnas y filas de la tabla “facilities” del esquema “cd”.
Retrieve specific columns from a table
query02 <- "select name, membercost from cd.facilities"
dbGetQuery(con,query02)## name membercost
## 1 Tennis Court 1 5.0
## 2 Tennis Court 2 5.0
## 3 Badminton Court 0.0
## 4 Table Tennis 0.0
## 5 Massage Room 1 35.0
## 6 Massage Room 2 35.0
## 7 Squash Court 3.5
## 8 Snooker Table 0.0
## 9 Pool Table 0.0res2<-dbGetQuery(con,query01)
print(res2)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5.0 25.0 10000 200
## 2 1 Tennis Court 2 5.0 25.0 8000 200
## 3 2 Badminton Court 0.0 15.5 4000 50
## 4 3 Table Tennis 0.0 5.0 320 10
## 5 4 Massage Room 1 35.0 80.0 4000 3000
## 6 5 Massage Room 2 35.0 80.0 4000 3000
## 7 6 Squash Court 3.5 17.5 5000 80
## 8 7 Snooker Table 0.0 5.0 450 15
## 9 8 Pool Table 0.0 5.0 400 15
Retrieve specific columns from a table
Esta consulta selecciona solo las columnas “name” y “membercost” de la tabla “facilities” del esquema “cd”.
Control which rows are retrieved
query03 <- "select * from cd.facilities where membercost > 0"
dbGetQuery(con,query03)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5.0 25.0 10000 200
## 2 1 Tennis Court 2 5.0 25.0 8000 200
## 3 4 Massage Room 1 35.0 80.0 4000 3000
## 4 5 Massage Room 2 35.0 80.0 4000 3000
## 5 6 Squash Court 3.5 17.5 5000 80res3<-dbGetQuery(con,query03)
print(res3)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5.0 25.0 10000 200
## 2 1 Tennis Court 2 5.0 25.0 8000 200
## 3 4 Massage Room 1 35.0 80.0 4000 3000
## 4 5 Massage Room 2 35.0 80.0 4000 3000
## 5 6 Squash Court 3.5 17.5 5000 80
Control which rows are retrieved
Esta consulta selecciona todas las columnas de la tabla “facilities” del esquema “cd” donde el costo para miembros es mayor que cero.
Control which rows are retrieved - part 2
query04 <- "select facid, name, membercost, monthlymaintenance
from cd.facilities
where
membercost > 0 and
(membercost < monthlymaintenance/50.0)"
dbGetQuery(con,query04)## facid name membercost monthlymaintenance
## 1 4 Massage Room 1 35 3000
## 2 5 Massage Room 2 35 3000res4<-dbGetQuery(con,query04)
print(res4)## facid name membercost monthlymaintenance
## 1 4 Massage Room 1 35 3000
## 2 5 Massage Room 2 35 3000
Control which rows are retrieved - part 2
Esta consulta selecciona las columnas facid, name, membercost, y monthlymaintenance de la tabla “facilities” del esquema “cd”, donde el costo para miembros es mayor que cero y es menor que la mantenimiento mensual dividido por 50.0.
Basic string searches
query05 <- "select *
from cd.facilities
where
name like '%Tennis%'"
dbGetQuery(con,query05)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5 25 10000 200
## 2 1 Tennis Court 2 5 25 8000 200
## 3 3 Table Tennis 0 5 320 10res5<-dbGetQuery(con,query05)
print(res5)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5 25 10000 200
## 2 1 Tennis Court 2 5 25 8000 200
## 3 3 Table Tennis 0 5 320 10
Basic string searches
Esta consulta selecciona todas las columnas de la tabla “facilities” del esquema “cd” donde el nombre de la instalación contiene la palabra “Tennis”.
Matching against multiple possible values
query06 <- "select *
from cd.facilities
where
facid in (1,5)"
dbGetQuery(con,query06)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 1 Tennis Court 2 5 25 8000 200
## 2 5 Massage Room 2 35 80 4000 3000res6<-dbGetQuery(con,query06)
print(res6)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 1 Tennis Court 2 5 25 8000 200
## 2 5 Massage Room 2 35 80 4000 3000
Matching against multiple possible values
Esta consulta selecciona todas las columnas de la tabla “facilities” del esquema “cd” donde el facid es igual a 1 o 5.
Classify results into buckets
query07 <- "select name,
case when (monthlymaintenance > 100) then
'expensive'
else
'cheap'
end as cost
from cd.facilities"
dbGetQuery(con,query07)## name cost
## 1 Tennis Court 1 expensive
## 2 Tennis Court 2 expensive
## 3 Badminton Court cheap
## 4 Table Tennis cheap
## 5 Massage Room 1 expensive
## 6 Massage Room 2 expensive
## 7 Squash Court cheap
## 8 Snooker Table cheap
## 9 Pool Table cheapres7<-dbGetQuery(con,query07)
print(res7)## name cost
## 1 Tennis Court 1 expensive
## 2 Tennis Court 2 expensive
## 3 Badminton Court cheap
## 4 Table Tennis cheap
## 5 Massage Room 1 expensive
## 6 Massage Room 2 expensive
## 7 Squash Court cheap
## 8 Snooker Table cheap
## 9 Pool Table cheap
Classify results into buckets
Esta consulta clasifica las instalaciones de la tabla “facilities” del esquema “cd” como ‘expensive’ si el mantenimiento mensual es mayor que 100, y ‘cheap’ en caso contrario.
Working with dates
query08 <- "select memid, surname, firstname, joindate
from cd.members
where joindate >= '2012-09-01'"
dbGetQuery(con,query08)## memid surname firstname joindate
## 1 24 Sarwin Ramnaresh 2012-09-01 08:44:42
## 2 26 Jones Douglas 2012-09-02 18:43:05
## 3 27 Rumney Henrietta 2012-09-05 08:42:35
## 4 28 Farrell David 2012-09-15 08:22:05
## 5 29 Worthington-Smyth Henry 2012-09-17 12:27:15
## 6 30 Purview Millicent 2012-09-18 19:04:01
## 7 33 Tupperware Hyacinth 2012-09-18 19:32:05
## 8 35 Hunt John 2012-09-19 11:32:45
## 9 36 Crumpet Erica 2012-09-22 08:36:38
## 10 37 Smith Darren 2012-09-26 18:08:45res8<-dbGetQuery(con,query08)
print(res8)## memid surname firstname joindate
## 1 24 Sarwin Ramnaresh 2012-09-01 08:44:42
## 2 26 Jones Douglas 2012-09-02 18:43:05
## 3 27 Rumney Henrietta 2012-09-05 08:42:35
## 4 28 Farrell David 2012-09-15 08:22:05
## 5 29 Worthington-Smyth Henry 2012-09-17 12:27:15
## 6 30 Purview Millicent 2012-09-18 19:04:01
## 7 33 Tupperware Hyacinth 2012-09-18 19:32:05
## 8 35 Hunt John 2012-09-19 11:32:45
## 9 36 Crumpet Erica 2012-09-22 08:36:38
## 10 37 Smith Darren 2012-09-26 18:08:45
Working with dates
Esta consulta selecciona memid, surname, firstname, y joindate de la tabla “members” del esquema “cd”, donde la fecha de unión es posterior o igual a septiembre de 2012.
Removing duplicates, and ordering results
query09 <- "select distinct surname
from cd.members
order by surname
limit 10"
dbGetQuery(con,query09)## surname
## 1 Bader
## 2 Baker
## 3 Boothe
## 4 Butters
## 5 Coplin
## 6 Crumpet
## 7 Dare
## 8 Farrell
## 9 Genting
## 10 GUESTres9<-dbGetQuery(con,query09)
print(res9)## surname
## 1 Bader
## 2 Baker
## 3 Boothe
## 4 Butters
## 5 Coplin
## 6 Crumpet
## 7 Dare
## 8 Farrell
## 9 Genting
## 10 GUEST
Removing duplicates, and ordering results
Esta consulta selecciona solo los apellidos únicos de la tabla “members” del esquema “cd”, ordenados alfabéticamente y limitados a 10 resultados.
Combining results from multiple queries
query10 <- "select surname
from cd.members
union
select name
from cd.facilities"
dbGetQuery(con,query10)## surname
## 1 Table Tennis
## 2 Tupperware
## 3 Massage Room 2
## 4 Jones
## 5 Boothe
## 6 Massage Room 1
## 7 Smith
## 8 Owen
## 9 Purview
## 10 Snooker Table
## 11 Joplette
## 12 Hunt
## 13 GUEST
## 14 Badminton Court
## 15 Butters
## 16 Coplin
## 17 Genting
## 18 Bader
## 19 Worthington-Smyth
## 20 Pinker
## 21 Farrell
## 22 Dare
## 23 Squash Court
## 24 Tennis Court 1
## 25 Sarwin
## 26 Baker
## 27 Tennis Court 2
## 28 Rownam
## 29 Pool Table
## 30 Stibbons
## 31 Rumney
## 32 Tracy
## 33 Crumpet
## 34 Mackenzieres10<-dbGetQuery(con,query10)
print(res10)## surname
## 1 Table Tennis
## 2 Tupperware
## 3 Massage Room 2
## 4 Jones
## 5 Boothe
## 6 Massage Room 1
## 7 Smith
## 8 Owen
## 9 Purview
## 10 Snooker Table
## 11 Joplette
## 12 Hunt
## 13 GUEST
## 14 Badminton Court
## 15 Butters
## 16 Coplin
## 17 Genting
## 18 Bader
## 19 Worthington-Smyth
## 20 Pinker
## 21 Farrell
## 22 Dare
## 23 Squash Court
## 24 Tennis Court 1
## 25 Sarwin
## 26 Baker
## 27 Tennis Court 2
## 28 Rownam
## 29 Pool Table
## 30 Stibbons
## 31 Rumney
## 32 Tracy
## 33 Crumpet
## 34 Mackenzie
Combining results from multiple queries
Esta consulta combina los apellidos de los miembros de la tabla “members” y los nombres de las instalaciones de la tabla “facilities” del esquema “cd”, eliminando duplicados.
Simple aggregation
query11 <- "select max(joindate) as latest
from cd.members"
dbGetQuery(con,query01)## facid name membercost guestcost initialoutlay monthlymaintenance
## 1 0 Tennis Court 1 5.0 25.0 10000 200
## 2 1 Tennis Court 2 5.0 25.0 8000 200
## 3 2 Badminton Court 0.0 15.5 4000 50
## 4 3 Table Tennis 0.0 5.0 320 10
## 5 4 Massage Room 1 35.0 80.0 4000 3000
## 6 5 Massage Room 2 35.0 80.0 4000 3000
## 7 6 Squash Court 3.5 17.5 5000 80
## 8 7 Snooker Table 0.0 5.0 450 15
## 9 8 Pool Table 0.0 5.0 400 15res11<-dbGetQuery(con,query11)
print(res11)## latest
## 1 2012-09-26 18:08:45
Simple aggregation
Esta consulta devuelve la fecha más reciente de unión de los miembros en la tabla “members” del esquema “cd”.
More aggregation
query12 <- "select firstname, surname, joindate
from cd.members
where joindate =
(select max(joindate)
from cd.members)"
dbGetQuery(con,query12)## firstname surname joindate
## 1 Darren Smith 2012-09-26 18:08:45res12<-dbGetQuery(con,query12)
print(res12)## firstname surname joindate
## 1 Darren Smith 2012-09-26 18:08:45
More aggregation
Esta consulta selecciona firstname, surname, y joindate de la tabla “members” del esquema “cd” para los miembros que se unieron en la fecha más reciente de unión.