Introducción

Esta sección explica cómo generar datos e implementar diferentes tipos de gráficos en su aplicación de gestión de biblioteca utilizando Grails y el framework Taack UI.

Configuración

La solución y las plantillas base (skeletons) para esta tarea están disponibles para clonar en este repositorio:

git clone git@github.com:Taack/myLibrary.git
Para acceder a la plantilla base de esta parte, vaya a su terminal, entre en el directorio del proyecto (myLibrary) con cd y copie la siguiente línea.
git checkout part-4-skeleton

O bien, en IntelliJ puede seleccionar directamente la rama deseada. Seleccione en la esquina superior izquierda main/myLibrary/remote y verá todas las ramas. Seleccione una rama y haga clic en checkout.

Creación de datos

Necesitamos datos de nuestros usuarios para crear gráficos. Los datos se crean utilizando clases de dominio y servicios de Grails para generar entradas realistas de usuarios, autores, libros y registros de préstamos. Para obtener más información, consulte la documentación de GORM.

También puede echar un vistazo al archivo recién añadido ubicado en app/myLibrary/grails-app/controllers/my/library/MyLibraryDataController.groovy.

Para crear los datos, simplemente llame a /myLibraryData/createDataUsers en la barra de direcciones de su navegador. Tenga en cuenta que esto no borrará los datos creados anteriormente y no volverá a crear los datos si ya fueron creados.

Creación de gráficos

Código de ejemplo

Para crear un gráfico, utilizará un UiDiagramSpecifier(). Existe una variedad de opciones de gráficos diferentes (barras, líneas, circular/pastel, diagrama de caja y bigotes/whiskers, áreas). Para ver cómo implementar todos ellos, consulte DSL de diagramas.

En este ejemplo, queremos visualizar el número de libros por autor para los 10 autores con más libros en la biblioteca.

Primero, necesitamos recuperar la información de MyLibraryBook.

Código HQL (código de ejemplo):
List<Object[]> results = MyLibraryBorrowed.executeQuery("""\
    select book.author, count(book)
    from MyLibraryBook book
    group by book.author
     """, [max: 10])

Aquí almacenamos el apellido (lastName) de cada uno de los 10 principales autores junto con su número asociado de libros.

Ahora necesitamos poner esta información en un formato legible para el DiagramSpecifier.

Código de ejemplo:
Map<String, BigDecimal> authorCounts = [:]
results.each { row ->
    String lastName = row[0] as String
    Long count = row[1] as Long
    authorCounts[lastName] = count.toBigDecimal()
}

Ahora podemos crear el diagrama circular (de pastel).

Diagrama circular (código de ejemplo):
new UiDiagramSpecifier().ui {
    pie(hasSlice, {
        List<String> authorsSorted = authorCounts.keySet().toList()
        List<BigDecimal> counts = authorsSorted.collect { authorCounts[it] }

        // For pie, each dataset entry is a separate slice with its label
        labels "Author Pie"
        (0..<authorsSorted.size()).each { i ->
            dataset(authorsSorted[i], counts[i])
        }
    })
}

Este código ya ha sido implementado para usted en MyLibraryUiService, junto con el menú Diagram. Hemos comenzado la implementación de listDiagram para su comodidad. Eche un vistazo a MyLibraryController.

Puede ejecutar el servidor y navegar hasta el menú Diagram para ver el diagrama circular de ejemplo. Vamos a crear nuestros propios diagramas.

Reload
Figure 1. Gráfico

Diagrama circular (Pie Diagram)

Queremos poder visualizar qué libros son los más populares entre los prestatarios. Para ello, decidimos crear un gráfico circular que muestre los 10 libros más prestados.

Implementación
UiDiagramSpecifier buildBookPopularityPieDiagram(boolean hasSlice) {
    Map<String, BigDecimal> bookCounts = [:]

    List<Object[]> results = MyLibraryBorrowed.executeQuery("""\
        select bi.book.title, count(borrowed)
        from MyLibraryBorrowed borrowed
        join borrowed.bookInstance bi
        group by bi.book.title
        order by count(borrowed) desc
         """, [max: 10])

    results.each { row ->
        String title = row[0] as String
        Long count = row[1] as Long
        bookCounts[title] = count.toBigDecimal()
    }

    new UiDiagramSpecifier().ui {
        pie(hasSlice, {
            List<String> titlesSorted = bookCounts.keySet().toList()
            List<BigDecimal> counts = titlesSorted.collect { bookCounts[it] }

            labels "Pie"
            (0..<titlesSorted.size()).each { i ->
                dataset(titlesSorted[i], counts[i])
            }
        })
    }
}
Renderizado del gráfico
UiDiagramSpecifier diagramPieSpec = myLibraryUiService.buildBookPopularityPieDiagram(true) // TODO 1.2.1

diagram diagramPieSpec, {label "Book Popularity Pie"} // TODO 1.2.2

Ahora puede volver a ejecutar el servidor y navegar al menú Diagram para ver el diagrama circular recién creado.

Reload
Figure 2. Gráfico

Diagrama de barras (Bar Diagram)

Queremos visualizar el número de libros solicitados por los prestatarios. Para ello, decidimos crear un gráfico de barras que muestre el número de solicitudes (por año, mes y día).

Implementación
UiDiagramSpecifier barDiagram(boolean isStacked) {
    new UiDiagramSpecifier().ui {
        bar(isStacked, {
            labels "T1", "T2", "T3", "T4"
            dataset 'Truc1', 1.0, 2.0, 1.0, 4.0
            dataset 'Truc2', 2.0, 0.1, 1.0, 0.0
            dataset 'Truc3', 2.0, 0.1, 1.0, 1.0
        })
    }
}
Implemente buildBarDiagram:
UiDiagramSpecifier buildBarDiagram(boolean isStacked, String labelDateFormat) {
    Map<Date, BigDecimal> borrowedCounts = [:]

    List<Object[]> results1 = MyLibraryBorrowed.executeQuery("""\
        select count(borrowed), borrowed.requestDate
        from MyLibraryBorrowed borrowed
        group by borrowed.requestDate
        """)

    results1.each { row ->
        Long count = row[0] as Long
        Date date = row[1] as Date
        borrowedCounts[date] = (borrowedCounts[date] ?: 0) + count.toBigDecimal()
    }

    new UiDiagramSpecifier().ui {
        bar(isStacked, {
            List<Map.Entry<Date, BigDecimal>> countsSorted = borrowedCounts.entrySet().sort { it.key }.collect { it }

            labels((labelDateFormat ?: 'YEAR') as DiagramXLabelDateFormat, countsSorted*.key as Date[]) //(1)
            dataset('Borrowed Books', countsSorted*.value as BigDecimal[])
        })
    }
}

De forma predeterminada, el gráfico se mostrará por año.

Renderizado
UiDiagramSpecifier diagramBarSpec = myLibraryUiService.buildBarDiagram(true, labelDateFormat) // TODO 2.2.1

// TODO 2.2.2
diagram(diagramBarSpec, {
    menu 'Yearly', this.&listDiagrams as MethodClosure, [labelDateFormat: 'YEAR']
    menu 'Monthly', this.&listDiagrams as MethodClosure, [labelDateFormat: 'MONTH']
    menu 'Daily', this.&listDiagrams as MethodClosure, [labelDateFormat: 'DAY']
})

Ahora puede volver a ejecutar el servidor para ver el diagrama de barras recién creado.

Reload
Figure 3. Gráfico

Diagrama de caja y bigotes (Whiskers Diagram)

Queremos poder visualizar el número de días durante los cuales los prestatarios toman prestado un libro. Para lograr esto, decidimos crear un gráfico de caja y bigotes (whiskers) que muestre la duración de los libros prestados dentro de cada rango específico de días (1–3, 4–7, 8–14, 15–20 y más de 21).

Implementación
diagram new UiDiagramSpecifier().ui({
    whiskers {
        labels "T1", "T2", "T3", "T4"

        dataset 'Truc1', {
            boxData 1.0, 2.0, 3.0, 3.5, 4.0, 4.5, 5.0
            boxData 1.5, 2.5, 3.5, 6.0, 7.0, 8.0, 9.0
            boxData 2.0, 2.0, 2.1, 2.5, 5.5, 5.6, 6.7
            boxData 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3
        }
    }
})
Implemente buildBorrowDurationWhiskersDiagram:
UiDiagramSpecifier buildBorrowDurationWhiskersDiagram() {
    Map<Integer, BigDecimal> borrowedDates = [:]
    Map<String, List<BigDecimal>> bins = [
            "1-3d"  : [],
            "4-7d"  : [],
            "8-14d" : [],
            "15-20d": [],
            "21+d"  : []
    ]

    List<Object[]> results1 = MyLibraryBorrowed.executeQuery("""\
        select borrowed.approvalDate, borrowed.returnDate
        from MyLibraryBorrowed borrowed
        where borrowed.approvalDate is not null and borrowed.returnDate is not null
""")

    results1.each { row ->
        Date approvalDate = row[0] as Date
        Date returnDate = row[1] as Date

        long durationMillis = returnDate.time - approvalDate.time
        int duration = (durationMillis / (1000 * 60 * 60 * 24)).toInteger()
        borrowedDates[duration] = (borrowedDates[duration] ?: 0.toBigDecimal()) + 1.toBigDecimal()
        BigDecimal durationBD = duration as BigDecimal

        if (duration <= 3) bins["1-3d"] << durationBD
        else if (duration <= 7) bins["4-7d"] << durationBD
        else if (duration <= 14) bins["8-14d"] << durationBD
        else if (duration <= 20) bins["15-20d"] << durationBD
        else bins["21+d"] << durationBD
    }

    new UiDiagramSpecifier().ui {
        whiskers {
            labels bins.keySet() as String[]

            dataset('Borrow Durations', {
                bins.each { label, values ->
                    if (values) {
                        List<BigDecimal> sorted = values.sort()
                        // min, Q1, median, Q3, max + dummy outliers if needed
                        boxData sorted[0], sorted[(int)(sorted.size()*0.25)], sorted[(int)(sorted.size()*0.5)],
                                sorted[(int)(sorted.size()*0.75)], sorted[-1],
                                sorted[0], sorted[-1]
                    } else {
                        boxData 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0
                    }
                }
            })
        }
    }
}
Renderizado
UiDiagramSpecifier durationDiagramSpec = myLibraryUiService.buildBorrowDurationWhiskersDiagram() // TODO 3.2.1

diagram durationDiagramSpec // TODO 3.2.2

Ahora puede volver a ejecutar el servidor para ver el diagrama de caja y bigotes recién creado.

Reload
Figure 4. Gráfico
Solución
package sid.books

import crew.Role
import crew.User
import crew.UserRole
import grails.compiler.GrailsCompileStatic
import grails.gorm.transactions.Transactional
import grails.plugin.springsecurity.annotation.Secured

import java.text.SimpleDateFormat
import java.time.LocalDate
import java.time.ZoneId

@Secured(['ROLE_ADMIN'])
@GrailsCompileStatic
class GraphsController {
    Random random = new Random(42)

    def index() {
        redirect action: 'createDataUsers'
    }

    @Secured(['ROLE_ADMIN'])
    @Transactional
    def createDataUsers() {
        Role borrowerRole = Role.findByAuthority('ROLE_BORROWER') ?: new Role(authority: "ROLE_BORROWER")
        borrowerRole.save(flush: true)
        Role adminRole = Role.findByAuthority('ROLE_ADMIN') ?: new Role(authority: "ROLE_ADMIN")
        adminRole.save(flush: true)
        List<Map> adminUsers = [
                [firstName: 'John', lastName: 'Doe', username: 'jdoe'],
                [firstName: 'Alice', lastName: 'Smith', username: 'asmith'],
                [firstName: 'Brian', lastName: 'Williams', username: 'bwilliams']
        ]

        List<Map> borrowerUsers = [
                [firstName: 'Emily', lastName: 'Johnson', username: 'ejohnson'], [firstName: 'Michael', lastName: 'Brown', username: 'mbrown'],
                [firstName: 'Jessica', lastName: 'Davis', username: 'jdavis'], [firstName: 'David', lastName: 'Miller', username: 'dmiller'],
                [firstName: 'Sarah', lastName: 'Wilson', username: 'swilson'], [firstName: 'Daniel', lastName: 'Moore', username: 'dmoore'],
                [firstName: 'Laura', lastName: 'Taylor', username: 'ltaylor'], [firstName: 'James', lastName: 'Anderson', username: 'janderson'],
                [firstName: 'Olivia', lastName: 'Thomas', username: 'othomas'], [firstName: 'Matthew', lastName: 'Jackson', username: 'mjackson'],
                [firstName: 'Sophia', lastName: 'White', username: 'swhite'], [firstName: 'Anthony', lastName: 'Harris', username: 'aharris'],
                [firstName: 'Isabella', lastName: 'Martin', username: 'imartin'], [firstName: 'Andrew', lastName: 'Thompson', username: 'athompson'],
                [firstName: 'Megan', lastName: 'Garcia', username: 'mgarcia'], [firstName: 'Joshua', lastName: 'Martinez', username: 'jmartinez'],
                [firstName: 'Grace', lastName: 'Robinson', username: 'grobinson'], [firstName: 'Christopher', lastName: 'Clark', username: 'cclark'],
                [firstName: 'Natalie', lastName: 'Rodriguez', username: 'nrodriguez'], [firstName: 'Brandon', lastName: 'Lewis', username: 'blewis'],
                [firstName: 'Ashley', lastName: 'Walker', username: 'awalker'], [firstName: 'Ryan', lastName: 'Hall', username: 'rhall'],
                [firstName: 'Abigail', lastName: 'Allen', username: 'aallen'], [firstName: 'Justin', lastName: 'Young', username: 'jyoung'],
                [firstName: 'Samantha', lastName: 'Hernandez', username: 'shernandez'], [firstName: 'Jacob', lastName: 'King', username: 'jking'],
                [firstName: 'Madison', lastName: 'Wright', username: 'mwright'], [firstName: 'Ethan', lastName: 'Lopez', username: 'elopez'],
                [firstName: 'Elizabeth', lastName: 'Hill', username: 'ehill'], [firstName: 'Alexander', lastName: 'Scott', username: 'ascott'],
                [firstName: 'Victoria', lastName: 'Green', username: 'vgreen'], [firstName: 'Benjamin', lastName: 'Adams', username: 'badams'],
                [firstName: 'Chloe', lastName: 'Baker', username: 'cbaker'], [firstName: 'William', lastName: 'Nelson', username: 'wnelson'],
                [firstName: 'Ella', lastName: 'Carter', username: 'ecarter'], [firstName: 'Joseph', lastName: 'Mitchell', username: 'jmitchell'],
                [firstName: 'Mia', lastName: 'Perez', username: 'mperez'], [firstName: 'Noah', lastName: 'Roberts', username: 'nroberts'],
                [firstName: 'Lily', lastName: 'Turner', username: 'lturner'], [firstName: 'Logan', lastName: 'Phillips', username: 'lphillips'],
                [firstName: 'Zoe', lastName: 'Campbell', username: 'zcampbell'], [firstName: 'Jayden', lastName: 'Parker', username: 'jparker'],
                [firstName: 'Hannah', lastName: 'Evans', username: 'hevans'], [firstName: 'Lucas', lastName: 'Edwards', username: 'ledwards'],
                [firstName: 'Avery', lastName: 'Collins', username: 'acollins'], [firstName: 'Mason', lastName: 'Stewart', username: 'mstewart'],
                [firstName: 'Scarlett', lastName: 'Sanchez', username: 'ssanchez'], [firstName: 'Jack', lastName: 'Morris', username: 'jmorris'],
                [firstName: 'Aria', lastName: 'Rogers', username: 'arogers'], [firstName: 'Henry', lastName: 'Reed', username: 'hreed'],
                [firstName: 'Amelia', lastName: 'Cook', username: 'acook'], [firstName: 'Sebastian', lastName: 'Morgan', username: 'smorgan'],
                [firstName: 'Layla', lastName: 'Bell', username: 'lbell'], [firstName: 'Owen', lastName: 'Murphy', username: 'omurphy'],
                [firstName: 'Ella', lastName: 'Bailey', username: 'ebailey'], [firstName: 'Gabriel', lastName: 'Rivera', username: 'grivera'],
                [firstName: 'Aubrey', lastName: 'Cooper', username: 'acooper'], [firstName: 'Carter', lastName: 'Richardson', username: 'crichardson'],
                [firstName: 'Sofia', lastName: 'Cox', username: 'scox'], [firstName: 'Wyatt', lastName: 'Howard', username: 'whoward'],
                [firstName: 'Riley', lastName: 'Ward', username: 'rward'], [firstName: 'Dylan', lastName: 'Torres', username: 'dtorres'],
                [firstName: 'Camila', lastName: 'Peterson', username: 'cpeterson'], [firstName: 'Nathan', lastName: 'Gray', username: 'ngray'],
                [firstName: 'Leah', lastName: 'Ramirez', username: 'lramirez'], [firstName: 'Elijah', lastName: 'James', username: 'ejames'],
                [firstName: 'Hazel', lastName: 'Watson', username: 'hwatson'], [firstName: 'Isaac', lastName: 'Brooks', username: 'ibrooks'],
                [firstName: 'Lillian', lastName: 'Sanders', username: 'lsanders'], [firstName: 'Matthew', lastName: 'Price', username: 'mprice']
        ]

        def allUsers = adminUsers.collect {it -> it + [role: 'ADMIN'] } +
                borrowerUsers.collect { it -> it + [role: 'BORROWER'] }
        allUsers.each {
            item ->
                {
                    User user = User.findByUsername(item.username as String)
                    if (!user) {
                        user = new User(
                                username: item.username,
                                password: '{noop}123',
                                businessUnit: 'IT',
                                firstName: item.firstName,
                                lastName: item.lastName
                        )
                        user.save(flush: true)
                        println "Created ${item.role} user: ${user.username} with errors:=${user.errors}"
                    } else {
                        println "Admin user: ${user.username} already created"
                    }
                    UserRole userRole = null
                    if (item.role == "ADMIN") {
                        if (!UserRole.findByUserAndRole(user, adminRole)) {
                            userRole = new UserRole(user: user, role: adminRole)
                        }
                    } else {
                        if (!UserRole.findByUserAndRole(user, borrowerRole)) {
                            userRole = new UserRole(user: user, role: borrowerRole)
                        }
                    }
                    if (userRole) {
                        userRole?.save(flush: true)
                        println "Linked ${item.username} to ROLE_${item.role}"
                    }
                }
        }
        createDataAuthorsBooks()
    }


    @Transactional
    def createDataAuthorsBooks() {

        List<Map> authorData = [
                [firstName: 'Emily', lastName: 'Stone', dob: '1975-04-12'],
                [firstName: 'Michael', lastName: 'King', dob: '1968-11-03'],
                [firstName: 'Olivia', lastName: 'Reed', dob: '1982-06-25'],
                [firstName: 'Daniel', lastName: 'Bennett', dob: '1959-09-17'],
                [firstName: 'Sophia', lastName: 'Ward', dob: '1970-12-29'],
                [firstName: 'James', lastName: 'Brooks', dob: '1965-03-05'],
                [firstName: 'Isabella', lastName: 'Gray', dob: '1987-10-14'],
                [firstName: 'Matthew', lastName: 'Kelly', dob: '1978-07-21'],
                [firstName: 'Mia', lastName: 'Cook', dob: '1990-02-09'],
                [firstName: 'Alexander', lastName: 'Murphy', dob: '1963-01-31'],
                [firstName: 'Charlotte', lastName: 'Bailey', dob: '1984-05-16'],
                [firstName: 'David', lastName: 'Cooper', dob: '1955-08-27'],
                [firstName: 'Amelia', lastName: 'Rivera', dob: '1981-04-03'],
                [firstName: 'Benjamin', lastName: 'Richardson', dob: '1973-09-12'],
                [firstName: 'Evelyn', lastName: 'Cox', dob: '1969-06-18'],
                [firstName: 'Lucas', lastName: 'Howard', dob: '1976-02-22'],
                [firstName: 'Harper', lastName: 'Ward', dob: '1985-10-30'],
                [firstName: 'Henry', lastName: 'Torres', dob: '1960-07-04'],
                [firstName: 'Ella', lastName: 'Peterson', dob: '1989-03-27'],
                [firstName: 'Jack', lastName: 'Gray', dob: '1974-12-08'],
        ]


        authorData.each { data ->
            Author author = Author.findByFirstNameAndLastName(data.firstName as String, data.lastName as String)
            if (!author) {
                author = new Author(
                        firstName: data.firstName,
                        lastName: data.lastName,
                        dateOfBirth: new SimpleDateFormat('yyyy-MM-dd').parse(data.dob as String),
                        listOfBooks: []
                )
                author.save(flush: true)
                println "Created author: ${author.firstName} ${author.lastName} with errors:=${author.errors}"
            } else {
                println "Author: ${author.firstName} ${author.lastName} already created"
            }

        }

        List<Map> booksData = [
                [title: "The Silent Patient", description: "A thrilling psychological mystery novel.", numberOfPages: "336"],
                [title: "Educated: A Memoir", description: "An inspiring journey through education and resilience.", numberOfPages: "352"],
                [title: "Becoming", description: "A powerful memoir exploring identity and purpose.", numberOfPages: "448"],
                [title: "Where the Crawdads Sing", description: "A captivating blend of mystery and nature writing.", numberOfPages: "384"],
                [title: "Normal People", description: "A complex love story set in Ireland.", numberOfPages: "288"],
                [title: "Atomic Habits", description: "A comprehensive guide to building good habits and breaking bad ones.", numberOfPages: "320"],
                [title: "The Subtle Art of Not Giving a F*ck", description: "A brutally honest self-help book.", numberOfPages: "224"],
                [title: "Thinking, Fast and Slow", description: "An in-depth analysis of human decision-making and psychology.", numberOfPages: "512"],
                [title: "Sapiens: A Brief History of Humankind", description: "A sweeping exploration of human history.", numberOfPages: "464"],
                [title: "Dune", description: "A classic science fiction epic.", numberOfPages: "896"],
                [title: "The Great Gatsby", description: "A timeless novel of wealth, love, and loss.", numberOfPages: "180"],
                [title: "1984", description: "A chilling dystopian classic about surveillance and control.", numberOfPages: "328"],
                [title: "To Kill a Mockingbird", description: "A powerful novel about justice and morality.", numberOfPages: "336"],
                [title: "The Catcher in the Rye", description: "A coming-of-age story of teenage alienation.", numberOfPages: "277"],
                [title: "Brave New World", description: "A dystopian vision of a technologically controlled society.", numberOfPages: "311"],
                [title: "The Alchemist", description: "A philosophical novel about destiny and dreams.", numberOfPages: "208"],
                [title: "The Road", description: "A bleak and beautiful post-apocalyptic novel.", numberOfPages: "287"],
                [title: "Gone Girl", description: "A dark psychological thriller with shocking twists.", numberOfPages: "422"],
                [title: "The Girl on the Train", description: "A gripping psychological thriller about memory and murder.", numberOfPages: "395"],
                [title: "The Book Thief", description: "A story of hope and loss in Nazi Germany.", numberOfPages: "552"],
                [title: "Life of Pi", description: "An imaginative survival story with spiritual undertones.", numberOfPages: "460"],
                [title: "The Kite Runner", description: "A novel of friendship and redemption set in Afghanistan.", numberOfPages: "371"],
                [title: "The Fault in Our Stars", description: "A touching love story between teenagers with cancer.", numberOfPages: "313"],
                [title: "Memoirs of a Geisha", description: "An immersive journey into Japanese culture and history.", numberOfPages: "434"],
                [title: "The Help", description: "A novel about race, class, and friendship in the American South.", numberOfPages: "464"],
                [title: "The Hunger Games", description: "A dystopian young adult adventure of survival.", numberOfPages: "374"],
                [title: "Catch-22", description: "A satirical novel about the absurdities of war.", numberOfPages: "453"],
                [title: "Pride and Prejudice", description: "A classic romantic novel with wit and insight.", numberOfPages: "279"],
                [title: "Jane Eyre", description: "A gothic novel exploring love and independence.", numberOfPages: "500"],
                [title: "Wuthering Heights", description: "A dark, passionate story of love and revenge.", numberOfPages: "416"],
                [title: "Little Women", description: "A timeless novel about family and womanhood.", numberOfPages: "759"],
                [title: "Beloved", description: "A haunting novel about slavery and memory.", numberOfPages: "324"],
                [title: "One Hundred Years of Solitude", description: "A magical realism epic of a family’s generations.", numberOfPages: "417"],
                [title: "The Handmaid’s Tale", description: "A dystopian novel exploring gender and power.", numberOfPages: "311"],
                [title: "The Shining", description: "A terrifying psychological horror novel.", numberOfPages: "447"],
                [title: "Dracula", description: "The classic gothic horror story of the vampire count.", numberOfPages: "418"],
                [title: "Frankenstein", description: "The original science fiction horror novel.", numberOfPages: "280"],
                [title: "Moby Dick", description: "An epic tale of obsession and revenge at sea.", numberOfPages: "635"],
                [title: "War and Peace", description: "A sweeping historical epic set during Napoleon’s invasion of Russia.", numberOfPages: "1225"],
                [title: "Crime and Punishment", description: "A psychological exploration of guilt and redemption.", numberOfPages: "671"],
                [title: "The Brothers Karamazov", description: "A philosophical novel about faith, doubt, and family.", numberOfPages: "796"],
                [title: "Les Misérables", description: "A story of injustice, redemption, and love in 19th-century France.", numberOfPages: "1463"],
                [title: "Anna Karenina", description: "A tragic novel of love and societal constraints.", numberOfPages: "864"],
                [title: "Madame Bovary", description: "A realist novel about desire and dissatisfaction.", numberOfPages: "329"],
                [title: "The Odyssey", description: "The epic Greek poem of adventure and homecoming.", numberOfPages: "541"],
                [title: "The Iliad", description: "An epic poem about heroism and the Trojan War.", numberOfPages: "683"],
                [title: "A Tale of Two Cities", description: "A historical novel set during the French Revolution.", numberOfPages: "489"],
                [title: "Great Expectations", description: "A coming-of-age story about ambition and love.", numberOfPages: "505"],
                [title: "Oliver Twist", description: "A social novel exposing the plight of orphans in Victorian London.", numberOfPages: "554"],
                [title: "David Copperfield", description: "A semi-autobiographical novel of personal growth.", numberOfPages: "624"],
                [title: "Bleak House", description: "A satirical novel about the flaws of the legal system.", numberOfPages: "768"],
        ]

        List<Author> authors = Author.list()

        booksData.eachWithIndex { data, index ->
            Author author = authors[random.nextInt(authors.size() - 1) + 1]
            Book book = Book.findByTitle(data.title as String)
            if (!book) {
                book = new Book(
                        title: data.title,
                        author: author,
                        description: data.description,
                        numberOfPages: data.numberOfPages as int,
                        listOfBookInstance: []
                )
                book.save(flush: true)
                println "Created book: ${book.title} by ${book.author.firstName} ${book.author.lastName} (${data.numberOfPages} pages) with errors:=${author.errors}"
            } else {
                println "Book: ${book.title} by ${book.author.firstName} ${book.author.lastName} (${data.numberOfPages} pages) already created"
            }
        }
        createDataBookInstances()
    }


    @Transactional
    def createDataBookInstances() {
        List<Integer> instanceCounts = [
                50, 43, 0, 39, 50, 10, 33, 30, 50, 5, 38, 4, 12, 43, 47, 0, 19, 22, 3, 17,
                14, 4, 50, 27, 43, 1, 2, 25, 31, 0, 7, 4, 20, 7, 3, 29, 0, 44, 24, 9,
                44, 8, 0, 31, 28, 13, 15, 20, 6, 17, 26, 0, 40, 27, 13, 0, 15, 10, 32, 4,
                41, 10, 22, 0, 25, 19, 4, 3, 30, 27, 9, 18, 22, 0, 8, 12, 31, 26, 18, 0,
                13, 24, 50, 11, 3, 0, 12, 5, 4, 37, 2, 49, 12, 21, 35, 0, 50, 33, 0, 17,
                44, 10, 33, 30, 50, 5, 38, 4, 12, 43, 47, 0, 10, 22, 3, 17, 14, 4, 50, 27,
                43, 1, 10, 25, 31, 0, 7, 4, 20, 7, 3, 29, 0, 44, 24, 9, 44, 8, 0, 31, 28,
                13, 15, 19, 6, 17, 26
        ]

        List<Book> books = Book.list(sort: 'id')

        books.eachWithIndex { book, idx ->
            if (book.numberOfInstances == 0) {
                int count = instanceCounts[idx]
                (1..count).each { index ->
                    BookInstance instance = new BookInstance(
                            book: book,
                            isActive: true,
                            serialNumber: random.nextInt(100000),
                            isAvailableB: true,
                            borrowHistoryOfBook: []
                    )
                    instance.save(flush: true)
                }
                println "Created ${count} instances for book: ${book.title}"
            } else {
                println "Book instances for book: ${book.title} already created"
            }
        }

        createDataBorrowed()
    }

    @Transactional
    def createDataBorrowed() {
        Role borrowerRole = Role.findByAuthority('ROLE_BORROWER')
        List<UserRole> userRoles = UserRole.findAllByRole(borrowerRole)
        List<User> borrowerUsers = userRoles*.user
        List<BookInstance> bookInstances = BookInstance.list(sort: 'id')
        List<User> someUsers = User.findAll();
        bookInstances.each { instance ->
            if (BorrowedBooks.countByBookInstance(instance) > 0) {
                println "Skipping bookInstance id=${instance.id}, already has borrow records"
                return
            }

            int borrowCount = random.nextInt(31)

            LocalDate currentDate = LocalDate.of(2020, 1, 1).plusDays(random.nextInt(365 * 3))

            (1..borrowCount).each { idx ->
                int duration = 1 + random.nextInt(22)

                Date requestDate = Date.from(currentDate.atStartOfDay(ZoneId.systemDefault()).toInstant())
                Date approvalDate = null

                Date returnDate = null
                ApprovalStatus status
                Boolean isAvailableB = true
                if (idx == borrowCount && borrowCount % 2 == 0) {
                    if (borrowCount % 3 == 0) {
                        status = ApprovalStatus.APPROVED
                        approvalDate = requestDate
                    } else {
                        status = ApprovalStatus.PENDING
                    }
                    isAvailableB = false
                } else {
                    approvalDate = requestDate
                    currentDate = currentDate.plusDays(duration)
                    returnDate = Date.from(currentDate.atStartOfDay(ZoneId.systemDefault()).toInstant())
                    status = ApprovalStatus.APPROVED

                    int gap = 1 + random.nextInt(30)
                    currentDate = currentDate.plusDays(gap)
                }
                User user = borrowerUsers[random.nextInt(borrowerUsers.size())]
                BorrowedBooks borrowed = new BorrowedBooks(
                        bookInstance: instance,
                        user: user,
                        requestDate: requestDate,
                        approvalDate: approvalDate,
                        returnDate: returnDate,
                        statusOfApproval: status,
                )
                instance.isAvailableB = isAvailableB
                borrowed.save(flush: false)
                instance.save(flush: false)
            }
            println "Created ${borrowCount} borrowed entries for bookInstance id=${instance.id}"
        }
        redirect controller: 'sidBooks', action: 'listAuthor'
    }
}