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![@roesslerj13
Is it a bug?
.
..
text.c
other.files
for (. . .) {
if (name[0] == '.') continue;
. . .
}
ls](https://image.slidesharecdn.com/kiimtesting-181012191957/75/Wie-man-KI-ins-Testing-bringt-13-2048.jpg)
![@roesslerj55
public static void main(String... args) throws Exception {
WebDriver driver = new FirefoxDriver();
driver.get("http://www.retest.de");
while (true) {
List<WebElement> links = driver.findElements(By.tagName("a"));
links.get(random.nextInt(links.size())).click();
Thread.sleep(500);
List<WebElement> fields =
driver.findElements(By.xpath("//input[@type='text']"));
WebElement field = fields.get(random.nextInt(fields.size()));
field.sendKeys(randomString());
Thread.sleep(500);
}
}
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Wie man KI ins Testing bringt
The document discusses the integration of AI into software testing, addressing various testing methods, such as automated regression tests and comparisons of expected versus actual outcomes. It emphasizes the importance of defining bugs and highlights the use of random input generation in testing through examples and code snippets. Additionally, it touches on concepts like the infinite monkey theorem and the benefits of monkey-testing for efficiency and effectiveness in identifying issues.
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- 4. @roesslerj4 1 - 2= ? • -1 is mathematically correct • 0 if I don’t want to payback gift certificates to costumers • 23 if I’m working with hours • 59 if I’m working with minutes or seconds • Something between 27 and 30 if I’m working with days • 11 if I am working with months • exception if I am working with degrees Fahrenheit
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- 8. @roesslerj8 How do youbring AIinto testing?
- 9. @roesslerj9 How do YOUdo Testing?
- 10. @roesslerj10 Testing Actual wrong Bug Comparison Expectedvs Actual Test Execution Done No Difference
- 11. @roesslerj11 Actual wrong Bug Comparison Expectedvs Actual Update Expected Expected wrong Test Execution Done No Difference Difference Evaluate Difference Testing
- 12. @roesslerj12 When is abug a bug? When it’s not a feature!
- 13. @roesslerj13 Is it abug? . .. text.c other.files for (. . .) { if (name[0] == '.') continue; . . . } ls
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- 16. @roesslerj16 What is abug? Without specification, there are no bugs — only surprises. Brian Kernighan “
- 17. @roesslerj17 Why do wetest? After implementation? 1 + 1 = 3 2 + 2 = 4
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- 20. @roesslerj21 Why do wetest? After implementation? 1 + 1 = 3 2 + 2 = 4 After change? 1 + 1 = 3 1 + 1 = 5
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- 23. @roesslerj24 Why do wetest? After implementation? 1 + 1 = 3 2 + 2 = 4 After change? 1 + 1 = 3 1 + 1 = 5 1 + 1 = 2
- 24. @roesslerj25 Actual wrong Bug Comparison Expectedvs Actual Update Expected Expected wrong Test Execution Done No Difference Difference Evaluate Difference Testing
- 25. @roesslerj26 Actual wrong Bug Comparison Expectedvs Actual Update Expected Expected wrong Test Execution Done No Difference Difference Evaluate Difference Manual and Automated Testing effort effort
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- 42. @roesslerj43 How do youbring AIinto testing?
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- 46. @roesslerj47 Infinite-Monkey-Theorem: A monkey hittingkeys at random on a typewriter for a long enough time will type the complete works of William Shakespeare.
- 47. @roesslerj48 We replace thetypewriter with a computer…
- 48. @roesslerj49 public static voidmain(String... args) throws Exception { Robot robot = new Robot(); while (true) { robot.mouseMove(random.nextInt(maxX), random.nextInt(maxY)); robot.mousePress(InputEvent.BUTTON1_DOWN_MASK); robot.mouseRelease(InputEvent.BUTTON1_DOWN_MASK); robot.delay(200); for (char inputChar : randomString().toCharArray()) { robot.keyPress((int) inputChar); robot.keyRelease((int) inputChar); robot.delay(10); } robot.keyPress(KeyEvent.VK_ENTER); robot.keyRelease(KeyEvent.VK_ENTER); } } 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16.
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- 51. @roesslerj52 - gremlins.js - NetFlixChaos Monkey - UI/Application Exerciser Monkey Open Source Products
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- 54. @roesslerj55 public static voidmain(String... args) throws Exception { WebDriver driver = new FirefoxDriver(); driver.get("http://www.retest.de"); while (true) { List<WebElement> links = driver.findElements(By.tagName("a")); links.get(random.nextInt(links.size())).click(); Thread.sleep(500); List<WebElement> fields = driver.findElements(By.xpath("//input[@type='text']")); WebElement field = fields.get(random.nextInt(fields.size())); field.sendKeys(randomString()); Thread.sleep(500); } } 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14.
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- 68. @roesslerj69 @Test public void test_login()throws Exception { final WebDriver driver = new FirefoxDriver(); driver.get( "http://www.retest.de" ); re.check( driver, "launch" ); driver.findElement( By.id( "username" ) ).sendKeys( username ); driver.findElement( By.id( "pwd" ) ).sendKeys( password ); driver.findElement( By.className( "button" ) ).submit(); re.check( driver, "login"); }
- 69. @roesslerj @roesslerjX https://github.com/retest/recheck-web @roesslerjX train AI Artificial Neural Net Genetic Algorithm AI 70 Summary Difference Testing littlemaintenance no wasteful testing yet more complete Monkey-Testing: cheaper faster better multiplies manual tests
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