diff --git a/pom.xml b/pom.xml
index ced849d..0a8cddd 100644
--- a/pom.xml
+++ b/pom.xml
@@ -121,26 +121,7 @@
jackson-annotations
2.17.2
-
-
- org.apache.spark
- spark-core_2.13
- 3.4.3
-
-
-
- org.apache.spark
- spark-sql_2.13
- 3.4.3
- provided
-
-
-
- org.apache.spark
- spark-mllib_2.13
- 3.4.3
- provided
-
+
diff --git a/src/main/java/com/safeqr/app/qrcode/controller/QRCodeTypeController.java b/src/main/java/com/safeqr/app/qrcode/controller/QRCodeTypeController.java
index 2397e98..aff7a4d 100644
--- a/src/main/java/com/safeqr/app/qrcode/controller/QRCodeTypeController.java
+++ b/src/main/java/com/safeqr/app/qrcode/controller/QRCodeTypeController.java
@@ -61,10 +61,12 @@ public class QRCodeTypeController {
return ResponseEntity.ok(qrCodeTypeService.detectType(payload).block());
}
- @PostMapping(API_URL_QRCODE_VERIFY_URL)
- public ResponseEntity verifyURL(@RequestBody QRCodePayload payload) {
- URLVerificationResponse response = urlVerificationService.verifyURL(payload);
- return ResponseEntity.ok(response);
+ @PostMapping(value = API_URL_QRCODE_VERIFY_URL, produces = MediaType.APPLICATION_JSON_VALUE)
+ public ResponseEntity verifyURL(@RequestBody QRCodePayload payload,
+ @RequestHeader(required = false, name = HEADER_USER_ID) String userId) {
+ logger.info("User Id Invoking verify url endpoint: {}", userId);
+ return ResponseEntity.ok(qrCodeTypeService.scanQRCode(userId, payload));
+
}
@PostMapping(API_URL_QRCODE_VIRUS_TOTAL_CHECK)
diff --git a/src/main/java/com/safeqr/app/qrcode/model/URLModel.java b/src/main/java/com/safeqr/app/qrcode/model/URLModel.java
index db5984a..c5e9721 100644
--- a/src/main/java/com/safeqr/app/qrcode/model/URLModel.java
+++ b/src/main/java/com/safeqr/app/qrcode/model/URLModel.java
@@ -47,6 +47,6 @@ public final class URLModel extends QRCodeModel {
@Override
public String retrieveClassification() {
- return "";
+ return urlVerificationService.getClassification(this);
}
}
diff --git a/src/main/java/com/safeqr/app/qrcode/service/URLVerificationService.java b/src/main/java/com/safeqr/app/qrcode/service/URLVerificationService.java
index b4897fd..85caae4 100644
--- a/src/main/java/com/safeqr/app/qrcode/service/URLVerificationService.java
+++ b/src/main/java/com/safeqr/app/qrcode/service/URLVerificationService.java
@@ -1,11 +1,10 @@
package com.safeqr.app.qrcode.service;
import static com.safeqr.app.constants.CommonConstants.*;
-
-import com.safeqr.app.qrcode.dto.request.QRCodePayload;
-import com.safeqr.app.qrcode.dto.URLVerificationResponse;
import com.safeqr.app.qrcode.entity.URLEntity;
+import com.safeqr.app.qrcode.model.URLModel;
import com.safeqr.app.qrcode.repository.URLRepository;
+import com.safeqr.app.spark.service.MLModelService;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
@@ -29,9 +28,11 @@ public class URLVerificationService {
private static final int READ_TIMEOUT_MS = 10000;
private static final Logger logger = LoggerFactory.getLogger(URLVerificationService.class);
private final URLRepository urlRepository;
+ private final MLModelService mlModelService;
@Autowired
- public URLVerificationService(URLRepository urlRepository) {
+ public URLVerificationService(URLRepository urlRepository, MLModelService mlModelService) {
this.urlRepository = urlRepository;
+ this.mlModelService = mlModelService;
}
// Regular expression pattern for shortening services
@@ -425,22 +426,8 @@ public class URLVerificationService {
return INFO_NON_SECURE_CONNECTION;
}
- public URLVerificationResponse verifyURL(QRCodePayload payload) {
- URLVerificationResponse response = new URLVerificationResponse();
- try {
- java.net.URL url = new java.net.URL(payload.getData());
- String protocol = url.getProtocol();
- if ("https".equalsIgnoreCase(protocol)) {
- response.setSecure(true);
- response.setMessage("The connection is secure.");
- } else {
- response.setSecure(false);
- response.setMessage("The connection is not secure.");
- }
- } catch (Exception e) {
- response.setSecure(false);
- response.setMessage("Invalid URL.");
- }
- return response;
+ // Get Classification using ML Model
+ public String getClassification(URLModel urlModel){
+ return mlModelService.predict(urlModel);
}
}
\ No newline at end of file
diff --git a/src/main/java/com/safeqr/app/spark/model/URLFeatures.java b/src/main/java/com/safeqr/app/spark/model/URLFeatures.java
index 9910919..2c281d3 100644
--- a/src/main/java/com/safeqr/app/spark/model/URLFeatures.java
+++ b/src/main/java/com/safeqr/app/spark/model/URLFeatures.java
@@ -1,134 +1,158 @@
package com.safeqr.app.spark.model;
-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Data;
-import lombok.NoArgsConstructor;
+import com.safeqr.app.qrcode.entity.URLEntity;
+import com.safeqr.app.qrcode.model.URLModel;
+import lombok.*;
import java.util.List;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
-@Data
+@Getter
@Builder
@NoArgsConstructor
@AllArgsConstructor
public class URLFeatures {
- private Long domain;
- private Long subdomain;
- private Long topLevelDomain;
- private Long query;
- private Long fragment;
- private Long redirect;
- private Long path;
- private Long redirectChain;
- private Long hstsHeader;
- private Long sslStripping;
- private Long hostnameEmbedding;
- private Long javascriptCheck;
- private Long shorteningService;
- private Long hasIpAddress;
- private Long trackingDescriptions;
- private Long urlEncoding;
- private Long hasExecutable;
- private Long tls;
- private Long contents;
+ private Double domain;
+ private Double subdomain;
+ private Double topLevelDomain;
+ private Double query;
+ private Double fragment;
+ private Double redirect;
+ private Double path;
+ private Double redirectChain;
+ private Double hstsHeader;
+ private Double sslStripping;
+ private Double hostnameEmbedding;
+ private Double javascriptCheck;
+ private Double shorteningService;
+ private Double hasIpAddress;
+ private Double trackingDescriptions;
+ private Double urlEncoding;
+ private Double hasExecutable;
+ private Double tls;
+ private Double contents;
private String target; // This is the label, may be null if predicting
+ public static URLFeatures fromEntity(URLModel urlModel) {
+ URLFeatures features = URLFeatures.builder()
+ .build();
+ features.setDomain(urlModel.getDetails().getDomain());
+ features.setSubdomain(urlModel.getDetails().getSubdomain());
+ features.setTopLevelDomain(urlModel.getDetails().getTopLevelDomain());
+ features.setQuery(urlModel.getDetails().getQuery());
+ features.setFragment(urlModel.getDetails().getFragment());
+ features.setPath(urlModel.getDetails().getPath());
+ features.setRedirectChain(urlModel.getDetails().getRedirectChain());
+ features.setHstsHeader(urlModel.getDetails().getHstsHeader());
+ features.setSslStripping(urlModel.getDetails().getSslStripping());
+ features.setHostnameEmbedding(urlModel.getDetails().getHostnameEmbedding());
+ features.setJavascriptCheck(urlModel.getDetails().getJavascriptCheck());
+ features.setShorteningService(urlModel.getDetails().getShorteningService());
+ features.setHasIpAddress(urlModel.getDetails().getHasIpAddress());
+ features.setTrackingDescriptions(urlModel.getDetails().getTrackingDescriptions());
+ features.setUrlEncoding(urlModel.getDetails().getUrlEncoding());
+ features.setHasExecutable(urlModel.getDetails().getHasExecutable());
+ features.setTls(Math.toIntExact(urlModel.getData().getInfo().getId()));
+ features.setContents(urlModel.getData().getContents());
+
+ return features;
+ }
+
// Custom setter for tls (qr_code_type_id)
- public void setTls(Long tls) {
+ public void setTls(Integer tls) {
if (tls != null) {
- this.tls = tls == 1 ? 0 : tls == 9 ? 1 : tls;
+ this.tls = tls == 1 ? 0.0 : tls == 9 ? 1.0 : tls.doubleValue();
} else {
- this.tls = 0L;
+ this.tls = 0.0;
}
}
// Custom setter for hostnameEmbedding and other similar columns
- public void setHostnameEmbedding(Long hostnameEmbedding) {
- this.hostnameEmbedding = (hostnameEmbedding != null && hostnameEmbedding != 0) ? 1L : 0L;
+ public void setHostnameEmbedding(Integer hostnameEmbedding) {
+ this.hostnameEmbedding = (hostnameEmbedding != null && hostnameEmbedding != 0) ? 1.0 : 0.0;
}
- public void setJavascriptCheck(Long javascriptCheck) {
- this.javascriptCheck = (javascriptCheck != null && javascriptCheck != 0) ? 1L : 0L;
+ public void setJavascriptCheck(String javascriptCheck) {
+ this.javascriptCheck = (javascriptCheck != null && !javascriptCheck.isEmpty()) ? 1.0 : 0.0;
}
- public void setShorteningService(Long shorteningService) {
- this.shorteningService = (shorteningService != null && shorteningService != 0) ? 1L : 0L;
+ public void setShorteningService(String shorteningService) {
+ this.shorteningService = (shorteningService != null && !shorteningService.isEmpty()) ? 1.0 : 0.0;
}
- public void setHasIpAddress(Long hasIpAddress) {
- this.hasIpAddress = (hasIpAddress != null && hasIpAddress != 0) ? 1L : 0L;
+ public void setHasIpAddress(String hasIpAddress) {
+ this.hasIpAddress = (hasIpAddress != null && !hasIpAddress.isEmpty()) ? 1.0 : 0.0;
}
- public void setUrlEncoding(Long urlEncoding) {
- this.urlEncoding = (urlEncoding != null && urlEncoding != 0) ? 1L : 0L;
+ public void setUrlEncoding(String urlEncoding) {
+ this.urlEncoding = (urlEncoding != null && !urlEncoding.isEmpty()) ? 1.0 : 0.0;
}
- public void setHasExecutable(Long hasExecutable) {
- this.hasExecutable = (hasExecutable != null && hasExecutable != 0) ? 1L : 0L;
+ public void setHasExecutable(String hasExecutable) {
+ this.hasExecutable = (hasExecutable != null && !hasExecutable.isEmpty()) ? 1.0 : 0.0;
}
- public void setTrackingDescriptions(Long trackingDescriptions) {
- this.trackingDescriptions = (trackingDescriptions != null && trackingDescriptions != 0) ? 1L : 0L;
+ public void setTrackingDescriptions(List trackingDescriptions) {
+ this.trackingDescriptions = (trackingDescriptions != null && !trackingDescriptions.isEmpty()) ? 1.0 : 0.0;
}
// Custom setter for sslStripping
- public void setSslStripping(String sslStripping) {
- if (sslStripping != null && "true".equalsIgnoreCase(sslStripping)) {
- this.sslStripping = 1L;
+ public void setSslStripping(List sslStripping) {
+ if (sslStripping != null && !sslStripping.isEmpty() && sslStripping.get(0) != null) {
+ this.sslStripping = sslStripping.get(0) ? 1.0 : 0.0;
} else {
- this.sslStripping = 0L;
+ this.sslStripping = 0.0;
}
}
// Custom setter for hstsHeader
- public void setHstsHeader(String hstsHeader) {
- if (hstsHeader == null || "0".equals(hstsHeader)) {
- this.hstsHeader = 0L;
- } else if (hstsHeader.startsWith("{") && hstsHeader.endsWith("}")) {
+ public void setHstsHeader(List hstsHeader) {
+ if (hstsHeader == null || hstsHeader.isEmpty()) {
+ this.hstsHeader = 0.0;
+ } else if (hstsHeader.get(0).startsWith("{") && hstsHeader.get(0).endsWith("}")) {
Pattern pattern = Pattern.compile("\"(.*?)\"");
- Matcher matcher = pattern.matcher(hstsHeader);
+ Matcher matcher = pattern.matcher(hstsHeader.get(0));
if (matcher.find() && matcher.group(1).toLowerCase().contains("no")) {
- this.hstsHeader = 0L;
+ this.hstsHeader = 0.0;
} else {
- this.hstsHeader = 1L;
+ this.hstsHeader = 1.0;
}
} else {
- this.hstsHeader = 0L;
+ this.hstsHeader = 1.0;
}
}
// Custom setters for calculating string lengths
public void setDomain(String domain) {
- this.domain = (domain != null) ? (long) domain.length() : 0L;
+ this.domain = (domain != null) ? (double) domain.length() : 0.0;
}
public void setSubdomain(String subdomain) {
- this.subdomain = (subdomain != null) ? (long) subdomain.length() : 0L;
+ this.subdomain = (subdomain != null) ? (double) subdomain.length() : 0.0;
}
public void setTopLevelDomain(String topLevelDomain) {
- this.topLevelDomain = (topLevelDomain != null) ? (long) topLevelDomain.length() : 0L;
+ this.topLevelDomain = (topLevelDomain != null) ? (double) topLevelDomain.length() : 0.0;
}
public void setQuery(String query) {
- this.query = (query != null) ? (long) query.length() : 0L;
+ this.query = (query != null) ? (double) query.length() : 0.0;
}
public void setFragment(String fragment) {
- this.fragment = (fragment != null) ? (long) fragment.length() : 0L;
+ this.fragment = (fragment != null) ? (double) fragment.length() : 0.0;
}
public void setPath(String path) {
- this.path = (path != null) ? (long) path.length() : 0L;
+ this.path = (path != null) ? (double) path.length() : 0.0;
}
- public void setRedirectChain(String redirectChain) {
- this.redirectChain = (redirectChain != null) ? (long) redirectChain.length() : 0L;
+ public void setRedirectChain(List redirectChain) {
+ this.redirectChain = (redirectChain != null) ? (double) redirectChain.size() : 0.0;
}
public void setContents(String contents) {
- this.contents = (contents != null) ? (long) contents.length() : 0L;
+ this.contents = (contents != null) ? (double) contents.length() : 0.0;
}
}
diff --git a/src/main/java/com/safeqr/app/spark/service/MLModelService.java b/src/main/java/com/safeqr/app/spark/service/MLModelService.java
new file mode 100644
index 0000000..25e5f65
--- /dev/null
+++ b/src/main/java/com/safeqr/app/spark/service/MLModelService.java
@@ -0,0 +1,22 @@
+package com.safeqr.app.spark.service;
+
+import com.safeqr.app.qrcode.model.URLModel;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.stereotype.Service;
+
+
+@Service
+public class MLModelService {
+ private static final Logger logger = LoggerFactory.getLogger(MLModelService.class);
+
+ public MLModelService() {
+
+ }
+
+
+ public String predict(URLModel urlModel) {
+
+ return "haha";
+ }
+}