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‎src/main/kotlin/g3401_3500/s3497_analyze_subscription_conversion/readme.md

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3497\. Analyze Subscription Conversion
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Medium
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Table: `UserActivity`
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+------------------+---------+
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| Column Name | Type |
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+------------------+---------+
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| user_id | int |
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| activity_date | date |
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| activity_type | varchar |
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| activity_duration| int |
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+------------------+---------+
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(user_id, activity_date, activity_type) is the unique key for this table. activity_type is one of ('free_trial', 'paid', 'cancelled').
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activity_duration is the number of minutes the user spent on the platform that day.
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Each row represents a user's activity on a specific date.
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A subscription service wants to analyze user behavior patterns. The company offers a `7`\-day **free trial**, after which users can subscribe to a **paid plan** or **cancel**. Write a solution to:
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1. Find users who converted from free trial to paid subscription
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2. Calculate each user's **average daily activity duration** during their **free trial** period (rounded to `2` decimal places)
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3. Calculate each user's **average daily activity duration** during their **paid** subscription period (rounded to `2` decimal places)
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Return _the result table ordered by_ `user_id` _in **ascending** 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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UserActivity table:
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| user_id | activity_date | activity_type | activity_duration |
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|---------|---------------|---------------|-------------------|
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| 1 | 2023-01-01 | free_trial | 45 |
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| 1 | 2023-01-02 | free_trial | 30 |
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| 1 | 2023-01-05 | free_trial | 60 |
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| 1 | 2023-01-10 | paid | 75 |
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| 1 | 2023-01-12 | paid | 90 |
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| 1 | 2023-01-15 | paid | 65 |
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| 2 | 2023-02-01 | free_trial | 55 |
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| 2 | 2023-02-03 | free_trial | 25 |
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| 2 | 2023-02-07 | free_trial | 50 |
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| 2 | 2023-02-10 | cancelled | 0 |
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| 3 | 2023-03-05 | free_trial | 70 |
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| 3 | 2023-03-06 | free_trial | 60 |
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| 3 | 2023-03-08 | free_trial | 80 |
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| 3 | 2023-03-12 | paid | 50 |
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| 3 | 2023-03-15 | paid | 55 |
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| 3 | 2023-03-20 | paid | 85 |
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| 4 | 2023-04-01 | free_trial | 40 |
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| 4 | 2023-04-03 | free_trial | 35 |
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| 4 | 2023-04-05 | paid | 45 |
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| 4 | 2023-04-07 | cancelled | 0 |
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**Output:**
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| user_id | trial_avg_duration | paid_avg_duration |
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|---------|--------------------|-------------------|
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| 1 | 45.00 | 76.67 |
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| 3 | 70.00 | 63.33 |
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| 4 | 37.50 | 45.00 |
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**Explanation:**
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* **User 1:**
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* Had 3 days of free trial with durations of 45, 30, and 60 minutes.
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* Average trial duration: (45 + 30 + 60) / 3 = 45.00 minutes.
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* Had 3 days of paid subscription with durations of 75, 90, and 65 minutes.
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* Average paid duration: (75 + 90 + 65) / 3 = 76.67 minutes.
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* **User 2:**
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* Had 3 days of free trial with durations of 55, 25, and 50 minutes.
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* Average trial duration: (55 + 25 + 50) / 3 = 43.33 minutes.
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* Did not convert to a paid subscription (only had free\_trial and cancelled activities).
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* Not included in the output because they didn't convert to paid.
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* **User 3:**
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* Had 3 days of free trial with durations of 70, 60, and 80 minutes.
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* Average trial duration: (70 + 60 + 80) / 3 = 70.00 minutes.
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* Had 3 days of paid subscription with durations of 50, 55, and 85 minutes.
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* Average paid duration: (50 + 55 + 85) / 3 = 63.33 minutes.
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* **User 4:**
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* Had 2 days of free trial with durations of 40 and 35 minutes.
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* Average trial duration: (40 + 35) / 2 = 37.50 minutes.
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* Had 1 day of paid subscription with duration of 45 minutes before cancelling.
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* Average paid duration: 45.00 minutes.
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The result table only includes users who converted from free trial to paid subscription (users 1, 3, and 4), and is ordered by user\_id in ascending order.

‎src/main/kotlin/g3401_3500/s3497_analyze_subscription_conversion/script.sql

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# Write your MySQL query statement below
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# #Medium #Database #2025_03_29_Time_347_ms_(100.00%)_Space_0.0_MB_(100.00%)
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SELECT
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ft.user_id,
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ROUND(ft.avg_trial, 2) AS trial_avg_duration,
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ROUND(pt.avg_paid, 2) AS paid_avg_duration
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FROM
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(SELECT user_id, AVG(activity_duration) AS avg_trial
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FROM UserActivity
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WHERE activity_type = 'free_trial'
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GROUP BY user_id) ft
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JOIN
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(SELECT user_id, AVG(activity_duration) AS avg_paid
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FROM UserActivity
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WHERE activity_type = 'paid'
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GROUP BY user_id) pt
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ON ft.user_id = pt.user_id
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ORDER BY ft.user_id ASC;

‎src/test/kotlin/g3401_3500/s3497_analyze_subscription_conversion/MysqlTest.kt

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package g3401_3500.s3497_analyze_subscription_conversion
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import org.hamcrest.CoreMatchers
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import org.hamcrest.MatcherAssert
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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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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.ResultSet
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import java.sql.SQLException
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import java.util.stream.Collectors
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import javax.sql.DataSource
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@EmbeddedDatabaseTest(
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compatibilityMode = CompatibilityMode.MySQL,
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initialSqls = [
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(
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" CREATE TABLE UserActivity (" +
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" user_id INT," +
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" activity_date date," +
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" activity_type VARCHAR(100)," +
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" activity_duration INT" +
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");" +
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"INSERT INTO UserActivity (user_id, activity_date, activity_type, activity_duration)" +
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"VALUES" +
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" (1, '2023-01-01', 'free_trial', 45)," +
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" (1, '2023-01-02', 'free_trial', 30)," +
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" (1, '2023-01-05', 'free_trial', 60)," +
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" (1, '2023-01-10', 'paid', 75)," +
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" (1, '2023-01-12', 'paid', 90)," +
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" (1, '2023-01-15', 'paid', 65)," +
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" (2, '2023-02-01', 'free_trial', 55)," +
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" (2, '2023-02-03', 'free_trial', 25)," +
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" (2, '2023-02-07', 'free_trial', 50)," +
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" (2, '2023-02-10', 'cancelled', 0)," +
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" (3, '2023-03-05', 'free_trial', 70)," +
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" (3, '2023-03-06', 'free_trial', 60)," +
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" (3, '2023-03-08', 'free_trial', 80)," +
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" (3, '2023-03-12', 'paid', 50)," +
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" (3, '2023-03-15', 'paid', 55)," +
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" (3, '2023-03-20', 'paid', 85)," +
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" (4, '2023-04-01', 'free_trial', 40)," +
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" (4, '2023-04-03', 'free_trial', 35)," +
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" (4, '2023-04-05', 'paid', 45)," +
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" (4, '2023-04-07', 'cancelled', 0);"
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),
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],
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)
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internal class MysqlTest {
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@Test
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@Throws(SQLException::class, FileNotFoundException::class)
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fun testScript(@EmbeddedDatabase dataSource: DataSource) {
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dataSource.connection.use { connection ->
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connection.createStatement().use { statement ->
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statement.executeQuery(
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BufferedReader(
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FileReader(
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(
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"src/main/kotlin/g3401_3500/" +
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"s3497_analyze_subscription_conversion/" +
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"script.sql"
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),
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),
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)
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.lines()
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.collect(Collectors.joining("\n"))
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.replace("#.*?\\r?\\n".toRegex(), ""),
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).use { resultSet ->
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checkRow(resultSet, arrayOf<String>("1", "45.0", "76.67"))
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checkRow(resultSet, arrayOf<String>("3", "70.0", "63.33"))
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checkRow(resultSet, arrayOf<String>("4", "37.5", "45.0"))
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MatcherAssert.assertThat<Boolean>(resultSet.next(), CoreMatchers.equalTo<Boolean>(false))
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}
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}
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}
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}
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@Throws(SQLException::class)
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private fun checkRow(resultSet: ResultSet, values: Array<String>) {
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MatcherAssert.assertThat<Boolean>(resultSet.next(), CoreMatchers.equalTo<Boolean>(true))
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MatcherAssert.assertThat<String>(resultSet.getNString(1), CoreMatchers.equalTo<String>(values[0]))
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MatcherAssert.assertThat<String>(resultSet.getNString(2), CoreMatchers.equalTo<String>(values[1]))
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MatcherAssert.assertThat<String>(resultSet.getNString(3), CoreMatchers.equalTo<String>(values[2]))
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}
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}

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