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‎gradle/wrapper/gradle-wrapper.jar‎

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‎gradlew‎

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#!/bin/sh
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#
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# Copyright © 2015-2021 the original authors.
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# Copyright © 2015 the original authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

‎src/main/java/g3601_3700/s3642_find_books_with_polarized_opinions/readme.md‎

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3642\. Find Books with Polarized Opinions
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Easy
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Table: `books`
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+-------------+---------+
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| Column Name | Type |
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+-------------+---------+
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| book_id | int |
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| title | varchar |
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| author | varchar |
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| genre | varchar |
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| pages | int |
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+-------------+---------+
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book_id is the unique ID for this table. Each row contains information about a book including its genre and page count.
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Table: `reading_sessions`
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+----------------+---------+
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| Column Name | Type |
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+----------------+---------+
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| session_id | int |
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| book_id | int |
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| reader_name | varchar |
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| pages_read | int |
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| session_rating | int |
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+----------------+---------+
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session_id is the unique ID for this table. Each row represents a reading session where someone read a portion of a book. session_rating is on a scale of 1-5.
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Write a solution to find books that have **polarized opinions** - books that receive both very high ratings and very low ratings from different readers.
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* A book has polarized opinions if it has `at least one rating ≥ 4` and `at least one rating ≤ 2`
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* Only consider books that have **at least** `5` **reading sessions**
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* Calculate the **rating spread** as (`highest_rating - lowest_rating`)
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* Calculate the **polarization score** as the number of extreme ratings (`ratings ≤ 2 or ≥ 4`) divided by total sessions
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* **Only include** books where `polarization score ≥ 0.6` (at least `60%` extreme ratings)
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Return _the result table ordered by polarization score in **descending** order, then by title in **descending** order_.
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The result format is in the following example.
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**Example:**
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**Input:**
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books table:
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+---------+------------------------+---------------+----------+-------+
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| book_id | title | author | genre | pages |
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+---------+------------------------+---------------+----------+-------+
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| 1 | The Great Gatsby | F. Scott | Fiction | 180 |
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| 2 | To Kill a Mockingbird | Harper Lee | Fiction | 281 |
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| 3 | 1984 | George Orwell | Dystopian| 328 |
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| 4 | Pride and Prejudice | Jane Austen | Romance | 432 |
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| 5 | The Catcher in the Rye | J.D. Salinger | Fiction | 277 |
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+---------+------------------------+---------------+----------+-------+
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reading\_sessions table:
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+------------+---------+-------------+------------+----------------+
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| session_id | book_id | reader_name | pages_read | session_rating |
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+------------+---------+-------------+------------+----------------+
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| 1 | 1 | Alice | 50 | 5 |
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| 2 | 1 | Bob | 60 | 1 |
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| 3 | 1 | Carol | 40 | 4 |
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| 4 | 1 | David | 30 | 2 |
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| 5 | 1 | Emma | 45 | 5 |
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| 6 | 2 | Frank | 80 | 4 |
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| 7 | 2 | Grace | 70 | 4 |
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| 8 | 2 | Henry | 90 | 5 |
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| 9 | 2 | Ivy | 60 | 4 |
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| 10 | 2 | Jack | 75 | 4 |
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| 11 | 3 | Kate | 100 | 2 |
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| 12 | 3 | Liam | 120 | 1 |
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| 13 | 3 | Mia | 80 | 2 |
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| 14 | 3 | Noah | 90 | 1 |
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| 15 | 3 | Olivia | 110 | 4 |
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| 16 | 3 | Paul | 95 | 5 |
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| 17 | 4 | Quinn | 150 | 3 |
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| 18 | 4 | Ruby | 140 | 3 |
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| 19 | 5 | Sam | 80 | 1 |
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| 20 | 5 | Tara | 70 | 2 |
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+------------+---------+-------------+------------+----------------+
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**Output:**
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+---------+------------------+---------------+-----------+-------+---------------+--------------------+
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| book_id | title | author | genre | pages | rating_spread | polarization_score |
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+---------+------------------+---------------+-----------+-------+---------------+--------------------+
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| 1 | The Great Gatsby | F. Scott | Fiction | 180 | 4 | 1.00 |
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| 3 | 1984 | George Orwell | Dystopian | 328 | 4 | 1.00 |
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+---------+------------------+---------------+-----------+-------+---------------+--------------------+
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**Explanation:**
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* **The Great Gatsby (book\_id = 1):**
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* Has 5 reading sessions (meets minimum requirement)
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* Ratings: 5, 1, 4, 2, 5
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* Has ratings ≥ 4: 5, 4, 5 (3 sessions)
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* Has ratings ≤ 2: 1, 2 (2 sessions)
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* Rating spread: 5 - 1 = 4
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* Extreme ratings (≤2 or ≥4): All 5 sessions (5, 1, 4, 2, 5)
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* Polarization score: 5/5 = 1.00 (≥ 0.6, qualifies)
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* **1984 (book\_id = 3):**
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* Has 6 reading sessions (meets minimum requirement)
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* Ratings: 2, 1, 2, 1, 4, 5
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* Has ratings ≥ 4: 4, 5 (2 sessions)
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* Has ratings ≤ 2: 2, 1, 2, 1 (4 sessions)
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* Rating spread: 5 - 1 = 4
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* Extreme ratings (≤2 or ≥4): All 6 sessions (2, 1, 2, 1, 4, 5)
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* Polarization score: 6/6 = 1.00 (≥ 0.6, qualifies)
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* **Books not included:**
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* To Kill a Mockingbird (book\_id = 2): All ratings are 4-5, no low ratings (≤2)
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* Pride and Prejudice (book\_id = 4): Only 2 sessions (< 5 minimum)
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* The Catcher in the Rye (book\_id = 5): Only 2 sessions (< 5 minimum)
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The result table is ordered by polarization score in descending order, then by book title in descending order.

‎src/main/java/g3601_3700/s3642_find_books_with_polarized_opinions/script.sql‎

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# Write your MySQL query statement below
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# #Easy #Database #2025_08_10_Time_490_ms_(100.00%)_Space_0.0_MB_(100.00%)
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WITH book_stats AS (
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SELECT
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book_id,
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COUNT(*) AS total_sessions,
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SUM(CASE WHEN session_rating <> 3 THEN 1 ELSE 0 END) AS extreme_ratings,
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MAX(session_rating) AS max_rating,
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MIN(session_rating) AS min_rating,
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SUM(CASE WHEN session_rating > 3 THEN 1 ELSE 0 END) AS high_ratings,
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SUM(CASE WHEN session_rating <= 2 THEN 1 ELSE 0 END) AS low_ratings
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FROM reading_sessions
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GROUP BY book_id
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)
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SELECT
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bs.book_id,
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b.title,
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b.author,
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b.genre,
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b.pages,
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(bs.max_rating - bs.min_rating) AS rating_spread,
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ROUND(bs.extreme_ratings * 1.0 / bs.total_sessions, 2) AS polarization_score
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FROM book_stats bs
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JOIN books b USING (book_id)
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WHERE
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bs.total_sessions >= 5
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AND bs.high_ratings > 0
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AND bs.low_ratings > 0
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AND (bs.extreme_ratings * 1.0 / bs.total_sessions) >= 0.6
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ORDER BY polarization_score DESC, b.title DESC;

‎src/test/java/g3601_3700/s3642_find_books_with_polarized_opinions/MysqlTest.java‎

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package g3601_3700.s3642_find_books_with_polarized_opinions;
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import static org.hamcrest.CoreMatchers.equalTo;
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import static org.hamcrest.MatcherAssert.assertThat;
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import java.io.BufferedReader;
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import java.io.FileNotFoundException;
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import java.io.FileReader;
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import java.sql.Connection;
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import java.sql.ResultSet;
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import java.sql.SQLException;
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import java.sql.Statement;
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import java.util.stream.Collectors;
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import javax.sql.DataSource;
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import org.junit.jupiter.api.Test;
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import org.zapodot.junit.db.annotations.EmbeddedDatabase;
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import org.zapodot.junit.db.annotations.EmbeddedDatabaseTest;
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import org.zapodot.junit.db.common.CompatibilityMode;
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@EmbeddedDatabaseTest(
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compatibilityMode = CompatibilityMode.MySQL,
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initialSqls =
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"CREATE TABLE books ("
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+ " book_id INT PRIMARY KEY,"
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+ " title VARCHAR(255),"
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+ " author VARCHAR(255),"
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+ " genre VARCHAR(50),"
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+ " pages INT"
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+ ");"
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+ "INSERT INTO books (book_id, title, author, genre, pages) VALUES"
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+ "(1, 'The Great Gatsby', 'F. Scott', 'Fiction', 180),"
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+ "(2, 'To Kill a Mockingbird', 'Harper Lee', 'Fiction', 281),"
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+ "(3, '1984', 'George Orwell', 'Dystopian', 328),"
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+ "(4, 'Pride and Prejudice', 'Jane Austen', 'Romance', 432),"
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+ "(5, 'The Catcher in the Rye', 'J.D. Salinger', 'Fiction', 277);"
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+ "CREATE TABLE reading_sessions ("
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+ " session_id INT PRIMARY KEY,"
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+ " book_id INT,"
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+ " reader_name VARCHAR(100),"
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+ " pages_read INT,"
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+ " session_rating INT,"
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+ " FOREIGN KEY (book_id) REFERENCES books(book_id)"
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+ ");"
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+ "INSERT INTO reading_sessions (session_id, book_id, "
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+ "reader_name, pages_read, session_rating) VALUES"
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+ "(1, 1, 'Alice', 50, 5),"
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+ "(2, 1, 'Bob', 60, 1),"
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+ "(3, 1, 'Carol', 40, 4),"
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+ "(4, 1, 'David', 30, 2),"
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+ "(5, 1, 'Emma', 45, 5),"
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+ "(6, 2, 'Frank', 80, 4),"
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+ "(7, 2, 'Grace', 70, 4),"
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+ "(8, 2, 'Henry', 90, 5),"
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+ "(9, 2, 'Ivy', 60, 4),"
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+ "(10, 2, 'Jack', 75, 4),"
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+ "(11, 3, 'Kate', 100, 2),"
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+ "(12, 3, 'Liam', 120, 1),"
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+ "(13, 3, 'Mia', 80, 2),"
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+ "(14, 3, 'Noah', 90, 1),"
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+ "(15, 3, 'Olivia', 110, 4),"
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+ "(16, 3, 'Paul', 95, 5),"
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+ "(17, 4, 'Quinn', 150, 3),"
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+ "(18, 4, 'Ruby', 140, 3),"
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+ "(19, 5, 'Sam', 80, 1),"
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+ "(20, 5, 'Tara', 70, 2);")
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class MysqlTest {
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@Test
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void testScript(@EmbeddedDatabase DataSource dataSource)
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throws SQLException, FileNotFoundException {
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try (final Connection connection = dataSource.getConnection()) {
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try (final Statement statement = connection.createStatement();
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final ResultSet resultSet =
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statement.executeQuery(
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new BufferedReader(
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new FileReader(
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"src/main/java/g3601_3700/"
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+ "s3642_find_books_with_"
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+ "polarized_opinions/"
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+ "script.sql"))
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.lines()
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.collect(Collectors.joining("\n"))
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.replaceAll("#.*?\\r?\\n", ""))) {
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assertThat(resultSet.next(), equalTo(true));
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assertThat(resultSet.getNString(1), equalTo("1"));
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assertThat(resultSet.getNString(2), equalTo("The Great Gatsby"));
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assertThat(resultSet.getNString(3), equalTo("F. Scott"));
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assertThat(resultSet.getNString(4), equalTo("Fiction"));
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assertThat(resultSet.getNString(5), equalTo("180"));
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assertThat(resultSet.getNString(6), equalTo("4"));
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assertThat(resultSet.getNString(7), equalTo("1.00"));
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assertThat(resultSet.next(), equalTo(true));
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assertThat(resultSet.getNString(1), equalTo("3"));
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assertThat(resultSet.getNString(2), equalTo("1984"));
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assertThat(resultSet.getNString(3), equalTo("George Orwell"));
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assertThat(resultSet.getNString(4), equalTo("Dystopian"));
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assertThat(resultSet.getNString(5), equalTo("328"));
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assertThat(resultSet.getNString(6), equalTo("4"));
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assertThat(resultSet.getNString(7), equalTo("1.00"));
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assertThat(resultSet.next(), equalTo(false));
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}
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}
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}
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}

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