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package com.smartdukaan.cron.scheduled;

import nu.pattern.OpenCV;
import org.apache.commons.io.FileUtils;
import org.apache.logging.log4j.LogManager;
import org.apache.logging.log4j.Logger;
import org.opencv.core.Mat;
import org.opencv.core.Size;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import org.json.JSONObject;
import org.openqa.selenium.*;
import org.openqa.selenium.chrome.ChromeDriver;
import org.openqa.selenium.chrome.ChromeOptions;
import org.openqa.selenium.interactions.Actions;
import org.openqa.selenium.support.ui.ExpectedConditions;
import org.openqa.selenium.support.ui.WebDriverWait;
import com.smartdukaan.cron.monitored.ImeiActivationGauges;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import java.io.File;
import java.time.LocalDate;
import java.time.format.DateTimeFormatter;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.TimeUnit;
import java.util.stream.Collectors;

@Component
public class CheckRealmeWarrantyTask {

        @Autowired
        private ImeiActivationGauges gauges;

        private static final String BRAND = "Realme";

    private static final Logger LOGGER = LogManager.getLogger(CheckRealmeWarrantyTask.class);

    static {
        try {
            OpenCV.loadShared();
        } catch (Throwable t) {
            LogManager.getLogger(CheckRealmeWarrantyTask.class).warn("OpenCV not available on this platform: {}", t.getMessage());
        }
    }

    public Map<String, LocalDate> checkWarranty(List<String> imeis) {
        Map<String, LocalDate> dateMap = new HashMap<>();
        LOGGER.info("Initiating webdriver...");

        Map<String, Object> prefsMap = new HashMap<>();
        prefsMap.put("profile.default_content_settings.popups", 0);
        prefsMap.put("download.prompt", false);
        prefsMap.put("download.directory_upgrade", true);
        System.setProperty("webdriver.chrome.driver", "/usr/bin/chromedriver");
        //I need this
        //System.setProperty("webdriver.chrome.driver", "/Users/amit/cft/chromedriver/chromedriver");
        ChromeOptions options = new ChromeOptions();
        //options.setBinary("/Users/amit/cft/chrome/Google Chrome for Testing.app/Contents/MacOS/Google Chrome For Testing");
        options.setExperimentalOption("prefs", prefsMap);
        //options.setExperimentalOption("detach", true);
        options.addArguments("--headless");
        options.addArguments("--user-agent=\"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/134.0.0.0 Safari/537.36\"");

        options.addArguments("--no-sandbox");
        options.addArguments("start-maximized");
        options.addArguments("disable-infobars");
        options.addArguments("--disable-extensions");
        options.addArguments("--force-device-scale-factor=1");
        options.addArguments("--test-type");
        // Headless needs no GPU, yet chrome still forks a gpu-process per browser (6 were
        // alive across the fleet). --disable-gpu removes them; --disable-dev-shm-usage
        // keeps chrome off the small /dev/shm on this box. Both are pure overhead removal,
        // no behaviour change. This box co-hosts a 9.4GB tomcat with ~3GB available and
        // has been OOM-killed twice this month, and tomcat was the victim both times.
        options.addArguments("--disable-gpu");
        options.addArguments("--disable-dev-shm-usage");
        options.addArguments("--disable-software-rasterizer");
        options.addArguments(
                "--disable-blink-features=AutomationControlled",
                "--disable-infobars",
                "--disable-popup-blocking",
                "--disable-notifications",
                "--disable-extensions"
        );

        WebDriver driver = null;

        try {
            driver = new ChromeDriver(options);
            driver.manage().timeouts().setScriptTimeout(6, TimeUnit.SECONDS);
            driver.manage().window().setSize(new Dimension(1600, 900));
            driver.manage().window().maximize();
            // Deleting all the cookies
            driver.manage().deleteAllCookies();
            // Specifiying pageLoadTimeout and Implicit wait
            driver.manage().timeouts().pageLoadTimeout(15, TimeUnit.SECONDS);
            driver.manage().timeouts().implicitlyWait(9, TimeUnit.SECONDS);

            int mainCount = 0;
            List<String> remainingImeis = imeis;
            WebDriverWait wait10Sec = new WebDriverWait(driver, 15);
            WebDriverWait wait5Sec = new WebDriverWait(driver, 4);
            WebElement slideButton;
            Actions actionProvider = new Actions(driver);
            do {
                driver.get("https://www.realme.com/in/support/phonecheck");
                installResponseCapture(driver);
            /*try {
                driver.findElement(By.cssSelector(".cp-cookie-tip a.close")).click();
            } catch (Exception e) {
                try {
                    LOGGER.info("Cookie not found");
                } catch (Exception e1) {
                }
            }*/

                for (int i = 0; i < remainingImeis.size(); i++) {
                    String imei = remainingImeis.get(i);
                    try {
                        LOGGER.info("Starting fresh with new IMEI " + imei);
                        // realme rebuilt this page: the field is no longer .sn-input and the
                        // submit is no longer div.check-btn but an icon inside the same box.
                        if (driver.findElement(By.cssSelector(IMEI_INPUT)).getAttribute("value").length() > 0) {
                            //System.out.println("Darn.. leaving" + driver.findElement(By.className("el-input__inner")).getAttribute("value"));
                            driver.get("https://www.realme.com/in/support/phonecheck");
                installResponseCapture(driver);
                            break;
                        }
                        driver.findElement(By.cssSelector(IMEI_INPUT)).sendKeys(imei);

                        //driver.findElement(By.className("el-button--primary")).click();
                        driver.findElement(By.cssSelector(SUBMIT_ICON)).click();

                        // Perform click-and-hold action on the element
                        int counter = 1;
                        boolean captchaNotBroken = true;
                        // release() is only reached on the moveByOffset > 0 path, so an attempt
                        // that fails detection or calibration leaves the button DOWN -- measured
                        // at 77% of realme presses in production. Actions is one instance per
                        // driver, created outside the imei loop, so the stuck press leaks into the
                        // next attempt and the next imei: the following clickAndHold lands on an
                        // already-held button and the widget never repositions the handle.
                        boolean pressed = false;
                        do {
                            String fileName = "/tmp/oppo-simple-i-" + counter + " " + System.currentTimeMillis() + ".png";
                            try {
                                LOGGER.info("Starting Do");
                                //Thread.sleep(5000);
                                wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.tagName("canvas")));

                                wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_bg_')]")));
                                wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_wrapper_')]")));
                                wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_slider_')]")));
                                slideButton = driver.findElement(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_slider_')]"));
                                //System.out.println("Slide button - " + slideButton);
                                LOGGER.info("Margin Left before- " + slideButton.getCssValue("margin-left"));
                                gauges.captchaShown(BRAND);
                                actionProvider.moveToElement(slideButton).clickAndHold()
                                        .moveByOffset(1, 0)//.pause(2000)
                                        .perform();
                                pressed = true;

                                //actionProvider.moveByOffset(-1,0).pause(2000).perform();
                                LOGGER.info("Margin Left after - " + slideButton.getCssValue("margin-left"));
                                //Thread.sleep(5000);
                            } catch (Exception e) {
                                LOGGER.info(e.getMessage());
                                driver.get("https://www.realme.com/in/support/phonecheck");
                installResponseCapture(driver);
                                break;
                            }
                            double[] circles = getMatCircles2(driver, fileName);
                            if (circles != null) {
                                double firstCircleX = circles[0];
                                double secondCircleX = circles[1];
                                double distance = Math.abs(firstCircleX - secondCircleX);
                                LOGGER.info("Distance is " + distance);

                                double[] cal = calibrate(driver, actionProvider, distance);
                                int moveByOffset = cal == null ? 0 : (int) cal[0];
                                if (moveByOffset > 0) {
                                    // Move, measure again, close the remainder, THEN release.
                                    actionProvider.moveByOffset(moveByOffset, 0).perform();
                                    refine(driver, actionProvider, cal[1]);
                                    actionProvider.release().perform();
                                    pressed = false;
                                    LOGGER.info("Move click performed (main {}px)", moveByOffset);
                                    try {
                                        // Success used to mean "the dx_captcha_basic_bar-inform error element
                                        // did not appear". realme rebuilt this page, so that element may no
                                        // longer exist -- in which case the wait always times out and EVERY
                                        // attempt reports success while the captcha was never solved. That is
                                        // exactly what happened: 27 successes, 27 missed responses, 0 rows.
                                        //
                                        // The lookup response arriving is the only signal that actually proves
                                        // the captcha passed, so wait for that instead.
                                        String json = awaitResponse(driver, 8000);
                                        if (json == null) {
                                            LOGGER.warn("Failed = {} (captcha said: {}) urls={}",
                                                    counter, captchaSignal(driver), seenUrls(driver));
                                        } else {
                                            LOGGER.info("Success  at attempt " + counter);
                                            gauges.captchaSolved(BRAND);
                                            //List<WebElement> warrantyDateElements = driver.findElements(By.className("warranty-service--result_info__dateValue"));
                                            //WebElement activationTimeElement = driver.findElement(By.xpath("//*[contains(text(), 'UTC+5.5')  or contains(text(), 'Non-Activate')]"));
                                            // Read the JSON the page already received. The old locator
                                            // keyed off a label that no longer exists, and its "| //h1" branch
                                            // would silently grab a page heading and try to parse it as a date.
                                            // The API is explicit: expiryDate (yyyy.MM.dd) plus an isActivation
                                            // flag, so nothing has to be inferred from message text.
                                            LocalDate activationDate = activationFrom(json);
                                            LOGGER.info("Activation lookup for {} -> {}", imei,
                                                    activationDate != null ? activationDate : "not activated");
                                            // Always record, even with a null date. findElement used to THROW
                                            // when the element was missing, so nothing was written and the imei
                                            // came back on every run indefinitely.
                                            dateMap.put(imei, activationDate);
                                            gauges.answered(BRAND, activationDate != null);
                                            clearCapture(driver);

                                            if (dateMap.size() == imeis.size()) {
                                                return dateMap;
                                            }
                                            WebElement checkAgainButton = driver.findElement(By.className("recheck-btn"));
                                            captchaNotBroken = false;
                                            checkAgainButton.click();
                                            break;
                                        }
                                    } catch (Throwable e) {
                                        LOGGER.warn("Failed = " + counter + " ----------" + e.getMessage());
                                    }
                                }
                            }
                            // Any path that got here without releasing (null circles, unusable
                            // calibration) must let go before the next attempt re-presses.
                            if (pressed) {
                                try {
                                    actionProvider.release().perform();
                                } catch (Exception releaseFailed) {
                                    LOGGER.warn("Could not release the slider: " + releaseFailed.getMessage());
                                }
                                pressed = false;
                            }
                            LOGGER.info("After circles conditions");
                            wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_wrapper_')]")));
                            wait10Sec.until(ExpectedConditions.visibilityOfElementLocated(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_slider_')]")));
                            slideButton = driver.findElement(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_slider_')]"));
                            actionProvider.moveToElement(slideButton).doubleClick().perform();
                            LOGGER.info("Ending Do" + counter++);

                        } while (captchaNotBroken && counter <= MAX_CAPTCHA_ATTEMPTS);
                        // The widget-not-found path breaks out mid-iteration; do not carry a held
                        // button into the next imei.
                        if (pressed) {
                            try {
                                actionProvider.release().perform();
                            } catch (Exception releaseFailed) {
                                LOGGER.warn("Could not release the slider: " + releaseFailed.getMessage());
                            }
                        }
                        LOGGER.warn("Gave up after {} captcha attempts - imei stays pending for the next tick", MAX_CAPTCHA_ATTEMPTS);
                    } catch (Exception e) {
                        LOGGER.info("Caught unknown - for imei " + imei);
                        LOGGER.error("Realme warranty check failed for imei " + imei, e);
                    }
                    driver.get("https://www.realme.com/in/support/phonecheck");
                installResponseCapture(driver);
                }
                mainCount++;
                remainingImeis = imeis.stream().filter(x -> !dateMap.containsKey(x)).collect(Collectors.toList());
                if (remainingImeis.isEmpty()) break;
            } while (mainCount < 5);
        } finally {
            if (driver != null) {
                try {
                    driver.quit();  // Always shuts everything down
                } catch (Exception e) {
                    LOGGER.warn("Error closing driver: " + e.getMessage());
                }
            }
        }

        return dateMap;
    }


    /** realme rebuilt the page; the old .sn-input / div.check-btn no longer render. */
    private static final String IMEI_INPUT  = ".imei-input input";
    private static final String SUBMIT_ICON = ".imei-input .search-icon";

    /**
     * Calibration nudge, in slider px, sized from the gap rather than fixed.
     *
     * A fixed 15px was far too small: it closed only ~25px, so the ratio came from a
     * measurement ~20% noise and the aim landed ~30px out. A fixed 60px then proved too
     * large in the other direction -- production data showed 85% of attempts with a gap
     * under 60px ended up UNUSABLE (the piece shot past the hole and the measured gap
     * grew), and 45% overall.
     *
     * Aim to close about half the gap: the piece travels roughly ASSUMED_RATIO px per
     * slider px, so nudge ~= gap / (2 * ratio), clamped. The real ratio is still derived
     * from the measurement; this only sizes the probe.
     */
    /*
     * REALME's tuning values, deliberately independent of oppo's -- do not sync the two.
     * Realme currently converts ~60% of completed drags against oppo's ~12% on the same
     * widget, so it is the one that must not be disturbed to chase oppo.
     *
     * Left at 1.7 on purpose. Realme's measured ratio over 1,683 production calibrations
     * is 0.70, so this is wrong here too and the probe is smaller than intended -- but it
     * is wrong while converting 60%, and oppo is carrying the corrected value first. If
     * oppo improves, bring 0.70 over here and measure it on its own.
     */
    private static final double ASSUMED_RATIO = 1.7;
    private static final int MIN_NUDGE = 10;
    private static final int MAX_NUDGE = 60;
    /**
     * Captcha attempts per imei per tick, before giving up and letting the next tick
     * retry with a FRESH page and session. The imei is never abandoned -- it stays
     * pending and returns in ~5 minutes.
     *
     * 12, NOT oppo's 7. Realme has not had the glide change, so its successes still
     * spread late. Measured over 399 successes and 610 exhausted imeis:
     *   cap  7 -> only 83.5% of successes kept (16.5% lost), 59.2% of work saved
     *   cap 12 -> 96.0% kept, 35.7% saved     <- here
     *   cap 14 -> 97.7% kept, 26.7% saved
     * Realme burns more than twice oppo's captcha work, so even this gentler cap saves
     * more in absolute terms (4,937 attempts vs oppo's 3,648).
     *
     * If glide is ever ported here, expect the curve to shift left as oppo's did
     * (33% -> 2% of successes from attempts 8-20) and this can come down to ~7.
     */
    private static final int MAX_CAPTCHA_ATTEMPTS = 12;

    private static final double ALIGNED_PX = 2.0;

    private static int nudgeFor(double gap) {
        int n = (int) Math.round(gap / (2 * ASSUMED_RATIO));
        return Math.max(MIN_NUDGE, Math.min(MAX_NUDGE, n));
    }

    /** Stash the active/check response on window as the page receives it. */
    private void installResponseCapture(WebDriver driver) {
        try {
            ((JavascriptExecutor) driver).executeScript(
                "if (!window.__rmCapInstalled) {"
              + "  window.__rmCapInstalled = true; window.__rmResp = null; window.__rmCaptcha = null; window.__rmSeen = [];"
              // Three transports, because realme's page uses all of them and only the
              // prototype-level patches are reliable.
              //
              // The lookup goes through Nuxt's $fetch (ofetch), which grabs its
              // reference to globalThis.fetch when its bundle is evaluated -- long
              // before driver.get() returns and we can wrap window.fetch. So wrapping
              // window.fetch NEVER sees /active/check: verified on the live page, the
              // same $fetch call is invisible to a window.fetch wrapper and visible to
              // a Response.prototype one. That is why 526 solved captchas produced 0
              // rows: the answer arrived and we could not see it.
              //
              // Response.prototype.json / .text are resolved at call time, so patching
              // them catches any client no matter when it took its fetch reference.
              + "  var O = XMLHttpRequest.prototype.open;"
              + "  XMLHttpRequest.prototype.open = function(m,u){"
              + "    this.addEventListener('load', function(){"
              + "      try { var s=String(u);"
              + "        if (s.indexOf('active/check') !== -1 || s.indexOf('customer-api') !== -1) window.__rmResp = this.responseText;"
              + "        else if (s.indexOf('captcha') !== -1) window.__rmCaptcha = s + ' -> ' + (this.responseText||'').slice(0,200);"
              + "        else if (window.__rmSeen.length < 12) window.__rmSeen.push(s.slice(0,80));"
              + "      } catch(e){}"
              + "    });"
              + "    return O.apply(this, arguments);"
              + "  };"
              + "  var F = window.fetch;"
              + "  if (F) { window.fetch = function(){"
              + "    var u = arguments[0]; u = (u && u.url) ? u.url : String(u);"
              + "    return F.apply(this, arguments).then(function(r){"
              + "      try { if (u.indexOf('active/check') !== -1 || u.indexOf('customer-api') !== -1) { r.clone().text().then(function(t){ window.__rmResp = t; }); }"
              + "        else if (window.__rmSeen.length < 12) window.__rmSeen.push('F ' + u.slice(0,80)); } catch(e){}"
              + "      return r;"
              + "    });"
              + "  }; }"
              // Read the body off the Response itself. Must use the ORIGINAL reader on
              // the clone -- calling the patched one recurses forever (it hangs the page).
              + "  ['json','text'].forEach(function(name){"
              + "    var orig = Response.prototype[name];"
              + "    if (!orig) return;"
              + "    Response.prototype[name] = function(){"
              + "      try { var u = this.url || '';"
              + "        if ((u.indexOf('active/check') !== -1 || u.indexOf('customer-api') !== -1) && !this.__rmSeenBody) {"
              + "          var c = this.clone(); c.__rmSeenBody = 1;"
              + "          orig.call(c).then(function(t){ window.__rmResp = (typeof t === 'string') ? t : JSON.stringify(t); });"
              + "        } else if (u && window.__rmSeen.length < 12 && u.indexOf('captcha') === -1) {"
              + "          window.__rmSeen.push('R ' + u.slice(0,80));"
              + "        } } catch(e){}"
              + "      return orig.apply(this, arguments);"
              + "    };"
              + "  });"
              + "}");
        } catch (Exception e) {
            LOGGER.warn("Could not install the response capture hook: " + e.getMessage());
        }
    }

    /**
     * Wait for the lookup response to arrive, which is the only reliable proof that
     * the captcha was actually solved. Polls rather than blocking so a solved captcha
     * is picked up as soon as the request completes.
     */
    private String awaitResponse(WebDriver driver, long timeoutMs) {
        long deadline = System.currentTimeMillis() + timeoutMs;
        while (System.currentTimeMillis() < deadline) {
            String json = capturedResponse(driver);
            if (json != null && !json.trim().isEmpty()) return json;
            try {
                Thread.sleep(300);
            } catch (InterruptedException ie) {
                Thread.currentThread().interrupt();
                return null;
            }
        }
        return null;
    }

    /** Last response from the captcha widget itself -- says WHY a drag was refused. */
    private String captchaSignal(WebDriver driver) {
        try {
            Object v = ((JavascriptExecutor) driver).executeScript("return window.__rmCaptcha || null;");
            return v == null ? null : v.toString();
        } catch (Exception e) {
            return null;
        }
    }

    /** Non-captcha URLs the page called -- shows what to match on when the lookup is missed. */
    private String seenUrls(WebDriver driver) {
        try {
            Object v = ((JavascriptExecutor) driver).executeScript(
                    "return (window.__rmSeen||[]).join(' | ');");
            return v == null ? "" : v.toString();
        } catch (Exception e) {
            return "";
        }
    }

    private String capturedResponse(WebDriver driver) {
        try {
            Object v = ((JavascriptExecutor) driver).executeScript("return window.__rmResp || null;");
            return v == null ? null : v.toString();
        } catch (Exception e) {
            return null;
        }
    }

    private void clearCapture(WebDriver driver) {
        try {
            ((JavascriptExecutor) driver).executeScript("window.__rmResp = null;");
        } catch (Exception ignored) {
        }
    }

    /**
     * realme returns the WARRANTY EXPIRY, not the activation date, so a year is
     * subtracted -- warranty is 12 months as standard. Verified against our own
     * records: 41,267 of 41,289 stored Realme activation dates precede the date we
     * checked them, averaging 13 days before, which is only consistent with the
     * subtraction being applied. isActivation false means the device is not
     * activated yet and there is no date to derive.
     */
    private LocalDate activationFrom(String json) {
        if (json == null) return null;
        try {
            JSONObject root = new JSONObject(json);
            JSONObject data = root.optJSONObject("data");
            if (data == null) return null;
            if (!data.optBoolean("isActivation", false)) return null;

            String expiry = data.optString("expiryDate", "");
            if (expiry == null || expiry.trim().isEmpty() || "null".equals(expiry)) return null;

            return LocalDate.parse(expiry.trim().split(" ")[0],
                    DateTimeFormatter.ofPattern("yyyy.MM.dd")).minusYears(1);
        } catch (Exception e) {
            LOGGER.warn("Could not read expiryDate from the realme response: " + e.getMessage());
            return null;
        }
    }

    /** @return {sliderPxToMove, sliderPxPerCirclePx}, or null if the circles were unreadable. */
    private double[] calibrate(WebDriver driver, Actions actionProvider, double distance) throws Exception {
        int nudge = nudgeFor(distance);
        actionProvider.moveByOffset(nudge, 0).perform();

        String fileName2 = "/tmp/" + Thread.currentThread().getName() + "-moved.png";
        double[] movedCircles = getMatCircles2(driver, fileName2);
        if (movedCircles == null) return null;

        double movedDistance = Math.abs(movedCircles[0] - movedCircles[1]);
        double closed = distance - movedDistance;
        LOGGER.info("Calibration: gap {} -> {} after {}px, closed {}",
                distance, movedDistance, nudge, closed);
        if (closed <= 0) return null;

        double sliderPerCircle = nudge / closed;
        return new double[]{Math.round(movedDistance * sliderPerCircle), sliderPerCircle};
    }

    /** Measure again after the main move and close the remainder before releasing. */
    private int refine(WebDriver driver, Actions actionProvider, double sliderPerCircle) throws Exception {
        String fileName = "/tmp/" + Thread.currentThread().getName() + "-refine.png";
        double[] circles = getMatCircles2(driver, fileName);
        if (circles == null) return 0;

        double remaining = Math.abs(circles[0] - circles[1]);
        if (remaining <= ALIGNED_PX) return 0;

        int correction = (int) Math.round(remaining * sliderPerCircle);
        if (correction == 0) return 0;
        LOGGER.info("Refine: {}px of gap left -> nudging {}px", remaining, correction);
        actionProvider.moveByOffset(correction, 0).perform();
        return correction;
    }

    private Mat getMatCircles(WebDriver driver, String fileName) throws Exception {

        File screenshot = ((TakesScreenshot) driver).getScreenshotAs(OutputType.FILE);
        BufferedImage fullImg = ImageIO.read(screenshot);

        // Get the location of element on the page
        WebElement imageElement = driver.findElement(By.id("dx_captcha_basic_bg_1"));
        Point point = imageElement.getLocation();

        // Get width and height of the element
        int eleWidth = imageElement.getSize().getWidth();
        int eleHeight = imageElement.getSize().getHeight();

        // Crop the entire page screenshot to get only element screenshot
        BufferedImage eleScreenshot = fullImg.getSubimage(point.getX(), point.getY(),
                eleWidth, eleHeight);
        ImageIO.write(eleScreenshot, "png", screenshot);

        // Copy the element screenshot to disk
        File screenshotLocation = new File(fileName);
        FileUtils.copyFile(screenshot, screenshotLocation);

        Imgcodecs imageCodecs = new Imgcodecs();
        Mat grayMatrix = imageCodecs.imread(fileName, Imgcodecs.IMREAD_COLOR);
        Imgproc.cvtColor(grayMatrix, grayMatrix, Imgproc.COLOR_BGR2GRAY);
        Mat medianBlur = new Mat();
        Imgproc.medianBlur(grayMatrix, medianBlur, 5);
        Mat circles = new Mat();
        Imgproc.HoughCircles(medianBlur, circles, Imgproc.HOUGH_GRADIENT, 1, 15, 50, 20, 17, 25);
        return circles;
    }

    private double[] getMatCircles2(WebDriver driver, String fileName) throws Exception {
        File screenshot = ((TakesScreenshot) driver).getScreenshotAs(OutputType.FILE);
        BufferedImage fullImg = ImageIO.read(screenshot);

        // Get the location of element on the page
        WebElement imageElement = driver.findElement(By.xpath("//*[starts-with(@id, 'dx_captcha_basic_bg_')]"));
        Point point = imageElement.getLocation();

        // Get width and height of the element
        int eleWidth = imageElement.getSize().getWidth();
        int eleHeight = imageElement.getSize().getHeight();

        // Crop the entire page screenshot to get only element screenshot
        BufferedImage eleScreenshot = fullImg.getSubimage(point.getX(), point.getY(),
                eleWidth, eleHeight);
        ImageIO.write(eleScreenshot, "png", screenshot);

        // Copy the element screenshot to disk
        File screenshotLocation = new File(fileName);
        FileUtils.copyFile(screenshot, screenshotLocation);

        Mat src = Imgcodecs.imread(fileName);
        if (src.empty()) {
            LOGGER.warn("Cannot read image: {}", fileName);
            new File(fileName).delete();
            return null;
        }

        Mat gray = new Mat();
        Imgproc.cvtColor(src, gray, Imgproc.COLOR_BGR2GRAY);
        Imgproc.GaussianBlur(gray, gray, new Size(9, 9), 2, 2);

        Mat circles = new Mat();
        Imgproc.HoughCircles(gray, circles, Imgproc.HOUGH_GRADIENT, 1.0,
                20, // min distance between centers
                100, 20, // param1 (Canny high threshold), param2 (accumulator threshold)
                10, 50); // minRadius, maxRadius (adjust as needed)

        if (circles.cols() < 2) {
            new File(fileName).delete();
            return null;
        }

        for (int i = 0; i < circles.cols(); i++) {
            double[] c1 = circles.get(0, i);
            for (int j = i + 1; j < circles.cols(); j++) {
                double[] c2 = circles.get(0, j);
                if (Math.abs(c1[2] - c2[2]) < 3) { // check similar radius
                    new File(fileName).delete();
                    return new double[] {
                            c1[0], c2[0] // x-coordinates
                    };
                }
            }
        }

        new File(fileName).delete();
        return null;
    }


}