Inspect images for sensitive data

  using 
  
 System 
 ; 
 using 
  
 System.IO 
 ; 
 using 
  
 System.Linq 
 ; 
 using 
  
  Google.Api.Gax.ResourceNames 
 
 ; 
 using 
  
  Google.Cloud.Dlp.V2 
 
 ; 
 using 
  
  Google.Protobuf 
 
 ; 
 public 
  
 class 
  
 InspectImageForSensitiveDataWithListedInfoTypes 
 { 
  
 public 
  
 static 
  
 InspectContentResponse 
  
 InspectImage 
 ( 
  
 string 
  
 projectId 
 , 
  
 string 
  
 filePath 
 ) 
  
 { 
  
 // Instantiate dlp client. 
  
 var 
  
 dlp 
  
 = 
  
  DlpServiceClient 
 
 . 
  Create 
 
 (); 
  
 // Construct the content item by providing the image file and its type. 
  
 var 
  
 contentItem 
  
 = 
  
 new 
  
  ContentItem 
 
  
 { 
  
 ByteItem 
  
 = 
  
 new 
  
  ByteContentItem 
 
  
 { 
  
 Type 
  
 = 
  
  ByteContentItem 
 
 . 
  Types 
 
 . 
  BytesType 
 
 . 
  ImagePng 
 
 , 
  
 Data 
  
 = 
  
  ByteString 
 
 . 
  FromStream 
 
 ( 
 new 
  
 FileStream 
 ( 
 filePath 
 , 
  
 FileMode 
 . 
  Open 
 
 )) 
  
 } 
  
 }; 
  
 // Specify the type of info the inspection will look for. 
  
 var 
  
 infoTypes 
  
 = 
  
 new 
  
  InfoType 
 
 [] 
  
 { 
  
 new 
  
  InfoType 
 
  
 { 
  
 Name 
  
 = 
  
 "PHONE_NUMBER" 
  
 }, 
  
 new 
  
  InfoType 
 
  
 { 
  
 Name 
  
 = 
  
 "EMAIL_ADDRESS" 
  
 }, 
  
 new 
  
  InfoType 
 
  
 { 
  
 Name 
  
 = 
  
 "US_SOCIAL_SECURITY_NUMBER" 
  
 } 
  
 }; 
  
 // Construct the Inspect config. 
  
 var 
  
 inspectConfig 
  
 = 
  
 new 
  
  InspectConfig 
 
  
 { 
  
 InfoTypes 
  
 = 
  
 { 
  
 infoTypes 
  
 }, 
  
 IncludeQuote 
  
 = 
  
 true 
  
 }; 
  
 // Construct the request. 
  
 var 
  
 request 
  
 = 
  
 new 
  
  InspectContentRequest 
 
  
 { 
  
 ParentAsLocationName 
  
 = 
  
 new 
  
  LocationName 
 
 ( 
 projectId 
 , 
  
 "global" 
 ), 
  
 InspectConfig 
  
 = 
  
 inspectConfig 
 , 
  
 Item 
  
 = 
  
 contentItem 
  
 }; 
  
 // Call the API. 
  
  InspectContentResponse 
 
  
 response 
  
 = 
  
 dlp 
 . 
 InspectContent 
 ( 
 request 
 ); 
  
 // Inspect the response. 
  
 var 
  
 resultFindings 
  
 = 
  
 response 
 . 
  Result 
 
 . 
 Findings 
 ; 
  
 Console 
 . 
 WriteLine 
 ( 
 $"Findings: {resultFindings.Count}" 
 ); 
  
 foreach 
  
 ( 
 var 
  
 f 
  
 in 
  
 resultFindings 
 ) 
  
 { 
  
 var 
  
 data 
  
 = 
  
 from 
  
 location 
  
 in 
  
 f 
 . 
  Location 
 
 . 
  ContentLocations 
 
  
 from 
  
 b 
  
 in 
  
 location 
 . 
  ImageLocation 
 
 . 
  BoundingBoxes 
 
  
 select 
  
 new 
  
 { 
  
 b 
 . 
  Height 
 
 , 
  
 b 
 . 
  Width 
 
 , 
  
 b 
 . 
 Top 
 , 
  
 b 
 . 
  Left 
 
  
 }; 
  
 Console 
 . 
 WriteLine 
 ( 
 "Info type: " 
  
 + 
  
 f 
 . 
  InfoType 
 
 . 
 Name 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tQuote: " 
  
 + 
  
 f 
 . 
 Quote 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tImageLocations: " 
  
 + 
  
 string 
 . 
 Join 
 ( 
 "," 
 , 
  
 data 
 )); 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tLikelihood: " 
  
 + 
  
 f 
 . 
  Likelihood 
 
 ); 
  
 } 
  
 return 
  
 response 
 ; 
  
 } 
 } 
 

  import 
  
 ( 
  
 "context" 
  
 "fmt" 
  
 "io" 
  
 "os" 
  
 dlp 
  
 "cloud.google.com/go/dlp/apiv2" 
  
 "cloud.google.com/go/dlp/apiv2/dlppb" 
 ) 
 // inspectImageFileListedInfoTypes inspects an image for sensitive data listed infoTypes. 
 func 
  
 inspectImageFileListedInfoTypes 
 ( 
 w 
  
 io 
 . 
 Writer 
 , 
  
 projectID 
 , 
  
 filePath 
  
 string 
 ) 
  
 error 
  
 { 
  
 // projectId := "my-project-id" 
  
 // filePath := "testdata/image.jpg" 
  
 ctx 
  
 := 
  
 context 
 . 
 Background 
 () 
  
 // Initialize a client once and reuse it to send multiple requests. Clients 
  
 // are safe to use across goroutines. When the client is no longer needed, 
  
 // call the Close method to cleanup its resources. 
  
 client 
 , 
  
 err 
  
 := 
  
 dlp 
 . 
  NewClient 
 
 ( 
 ctx 
 ) 
  
 if 
  
 err 
  
 != 
  
 nil 
  
 { 
  
 return 
  
 err 
  
 } 
  
 // Closing the client safely cleans up background resources. 
  
 defer 
  
 client 
 . 
  Close 
 
 () 
  
 // Read a image file 
  
 data 
 , 
  
 err 
  
 := 
  
 os 
 . 
 ReadFile 
 ( 
 filePath 
 ) 
  
 if 
  
 err 
  
 != 
  
 nil 
  
 { 
  
 return 
  
 err 
  
 } 
  
 // Specify the type and content to be inspected. 
  
 item 
  
 := 
  
& dlppb 
 . 
 ContentItem 
 { 
  
 DataItem 
 : 
  
& dlppb 
 . 
 ContentItem_ByteItem 
 { 
  
 ByteItem 
 : 
  
& dlppb 
 . 
 ByteContentItem 
 { 
  
 Type 
 : 
  
 dlppb 
 . 
  ByteContentItem_IMAGE_JPEG 
 
 , 
  
 Data 
 : 
  
 data 
 , 
  
 }, 
  
 }, 
  
 } 
  
 // Construct the configuration for the Inspect request. 
  
 inspectConfig 
  
 := 
  
& dlppb 
 . 
 InspectConfig 
 { 
  
 InfoTypes 
 : 
  
 [] 
 * 
 dlppb 
 . 
 InfoType 
 { 
  
 { 
 Name 
 : 
  
 "PHONE_NUMBER" 
 }, 
  
 { 
 Name 
 : 
  
 "EMAIL_ADDRESS" 
 }, 
  
 { 
 Name 
 : 
  
 "US_SOCIAL_SECURITY_NUMBER" 
 }, 
  
 }, 
  
 IncludeQuote 
 : 
  
 true 
 , 
  
 } 
  
 // Construct the Inspect request to be sent by the client. 
  
 req 
  
 := 
  
& dlppb 
 . 
 InspectContentRequest 
 { 
  
 Parent 
 : 
  
 fmt 
 . 
 Sprintf 
 ( 
 "projects/%s/locations/global" 
 , 
  
 projectID 
 ), 
  
 Item 
 : 
  
 item 
 , 
  
 InspectConfig 
 : 
  
 inspectConfig 
 , 
  
 } 
  
 // Send the request. 
  
 resp 
 , 
  
 err 
  
 := 
  
 client 
 . 
 InspectContent 
 ( 
 ctx 
 , 
  
 req 
 ) 
  
 if 
  
 err 
  
 != 
  
 nil 
  
 { 
  
 return 
  
 err 
  
 } 
  
 // Process the results. 
  
 fmt 
 . 
 Fprintf 
 ( 
 w 
 , 
  
 "Findings: %d\n" 
 , 
  
 len 
 ( 
 resp 
 . 
 Result 
 . 
 Findings 
 )) 
  
 for 
  
 _ 
 , 
  
 f 
  
 := 
  
 range 
  
 resp 
 . 
 Result 
 . 
 Findings 
  
 { 
  
 fmt 
 . 
 Fprintf 
 ( 
 w 
 , 
  
 "\tQuote: %s\n" 
 , 
  
 f 
 . 
 Quote 
 ) 
  
 fmt 
 . 
 Fprintf 
 ( 
 w 
 , 
  
 "\tInfo type: %s\n" 
 , 
  
 f 
 . 
 InfoType 
 . 
 Name 
 ) 
  
 fmt 
 . 
 Fprintf 
 ( 
 w 
 , 
  
 "\tLikelihood: %s\n" 
 , 
  
 f 
 . 
 Likelihood 
 ) 
  
 } 
  
 return 
  
 nil 
 } 
 

  import 
  
 com.google.cloud.dlp.v2. DlpServiceClient 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. ByteContentItem 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. ByteContentItem 
. BytesType 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. ContentItem 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. Finding 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. InfoType 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. InspectConfig 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. InspectContentRequest 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. InspectContentResponse 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. LocationName 
 
 ; 
 import 
  
 com.google.protobuf. ByteString 
 
 ; 
 import 
  
 java.io.FileInputStream 
 ; 
 import 
  
 java.io.IOException 
 ; 
 import 
  
 java.util.ArrayList 
 ; 
 import 
  
 java.util.List 
 ; 
 class 
 InspectImageFileListedInfoTypes 
  
 { 
  
 public 
  
 static 
  
 void 
  
 main 
 ( 
 String 
 [] 
  
 args 
 ) 
  
 throws 
  
 IOException 
  
 { 
  
 // TODO(developer): Replace these variables before running the sample. 
  
 String 
  
 projectId 
  
 = 
  
 "my-project-id" 
 ; 
  
 String 
  
 inputPath 
  
 = 
  
 "src/test/resources/sensitive-data-image.jpeg" 
 ; 
  
 inspectImageFileListedInfoTypes 
 ( 
 projectId 
 , 
  
 inputPath 
 ); 
  
 } 
  
 static 
  
 void 
  
 inspectImageFileListedInfoTypes 
 ( 
 String 
  
 projectId 
 , 
  
 String 
  
 inputPath 
 ) 
  
 throws 
  
 IOException 
  
 { 
  
 // Initialize client that will be used to send requests. This client only needs to be created 
  
 // once, and can be reused for multiple requests. After completing all of your requests, call 
  
 // the "close" method on the client to safely clean up any remaining background resources. 
  
 try 
  
 ( 
  DlpServiceClient 
 
  
 dlp 
  
 = 
  
  DlpServiceClient 
 
 . 
 create 
 ()) 
  
 { 
  
 // Specify the content to be inspected. 
  
  ByteString 
 
  
 fileBytes 
  
 = 
  
  ByteString 
 
 . 
  readFrom 
 
 ( 
 new 
  
 FileInputStream 
 ( 
 inputPath 
 )); 
  
  ByteContentItem 
 
  
 byteItem 
  
 = 
  
  ByteContentItem 
 
 . 
 newBuilder 
 (). 
 setType 
 ( 
  BytesType 
 
 . 
 IMAGE_JPEG 
 ). 
  setData 
 
 ( 
 fileBytes 
 ). 
 build 
 (); 
  
 // Specify the type of info the inspection will look for. 
  
 List<InfoType> 
  
 infoTypes 
  
 = 
  
 new 
  
 ArrayList 
<> (); 
  
 // See https://cloud.google.com/dlp/docs/infotypes-reference for complete list of info types 
  
 for 
  
 ( 
 String 
  
 typeName 
  
 : 
  
 new 
  
 String 
 [] 
  
 { 
 "US_SOCIAL_SECURITY_NUMBER" 
 , 
  
 "EMAIL_ADDRESS" 
 , 
  
 "PHONE_NUMBER" 
 }) 
  
 { 
  
 infoTypes 
 . 
 add 
 ( 
  InfoType 
 
 . 
 newBuilder 
 (). 
 setName 
 ( 
 typeName 
 ). 
 build 
 ()); 
  
 } 
  
 // Construct the configuration for the Inspect request. 
  
  InspectConfig 
 
  
 inspectConfig 
  
 = 
  
  InspectConfig 
 
 . 
 newBuilder 
 (). 
 addAllInfoTypes 
 ( 
 infoTypes 
 ). 
 build 
 (); 
  
 // Construct the Inspect request to be sent by the client. 
  
  InspectContentRequest 
 
  
 request 
  
 = 
  
  InspectContentRequest 
 
 . 
 newBuilder 
 () 
  
 . 
 setParent 
 ( 
  LocationName 
 
 . 
 of 
 ( 
 projectId 
 , 
  
 "global" 
 ). 
 toString 
 ()) 
  
 . 
 setItem 
 ( 
  ContentItem 
 
 . 
 newBuilder 
 (). 
 setByteItem 
 ( 
 byteItem 
 ). 
 build 
 ()) 
  
 . 
 setInspectConfig 
 ( 
 inspectConfig 
 ) 
  
 . 
 build 
 (); 
  
 // Use the client to send the API request. 
  
  InspectContentResponse 
 
  
 response 
  
 = 
  
 dlp 
 . 
 inspectContent 
 ( 
 request 
 ); 
  
 // Parse the response and process results. 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Findings: " 
  
 + 
  
 response 
 . 
  getResult 
 
 (). 
 getFindingsCount 
 ()); 
  
 for 
  
 ( 
  Finding 
 
  
 f 
  
 : 
  
 response 
 . 
  getResult 
 
 (). 
 getFindingsList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tQuote: " 
  
 + 
  
 f 
 . 
 getQuote 
 ()); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tInfo type: " 
  
 + 
  
 f 
 . 
 getInfoType 
 (). 
 getName 
 ()); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tLikelihood: " 
  
 + 
  
 f 
 . 
 getLikelihood 
 ()); 
  
 } 
  
 } 
  
 } 
 } 
 

  // Imports the Google Cloud Data Loss Prevention library 
 const 
  
 DLP 
  
 = 
  
 require 
 ( 
 ' @google-cloud/dlp 
' 
 ); 
 const 
  
 mime 
  
 = 
  
 require 
 ( 
 'mime' 
 ); 
 const 
  
 fs 
  
 = 
  
 require 
 ( 
 'fs' 
 ); 
 // Instantiates a client 
 const 
  
 dlp 
  
 = 
  
 new 
  
 DLP 
 . 
  DlpServiceClient 
 
 (); 
 // The project ID to run the API call under 
 // const imagePath = './test.pdf'; 
 // InfoTypes 
 const 
  
 infoTypes 
  
 = 
  
 [ 
  
 { 
 name 
 : 
  
 'PHONE_NUMBER' 
 }, 
  
 { 
 name 
 : 
  
 'EMAIL_ADDRESS' 
 }, 
  
 { 
 name 
 : 
  
 'US_SOCIAL_SECURITY_NUMBER' 
 }, 
 ]; 
 async 
  
 function 
  
 inspectImageFileListedInfoTypes 
 () 
  
 { 
  
 let 
  
 fileBytes 
  
 = 
  
 null 
 ; 
  
 let 
  
 fileTypeConstant 
  
 = 
  
 null 
 ; 
  
 try 
  
 { 
  
 // Load Image 
  
 fileTypeConstant 
  
 = 
  
 [ 
 'image/jpeg' 
 , 
  
 'image/bmp' 
 , 
  
 'image/png' 
 , 
  
 'image/svg' 
 ]. 
 indexOf 
 ( 
  
 mime 
 . 
 getType 
 ( 
 imagePath 
 ) 
  
 ) 
  
 + 
  
 1 
 ; 
  
 fileBytes 
  
 = 
  
 Buffer 
 . 
 from 
 ( 
 fs 
 . 
 readFileSync 
 ( 
 imagePath 
 )). 
 toString 
 ( 
 'base64' 
 ); 
  
 } 
  
 catch 
  
 ( 
 error 
 ) 
  
 { 
  
 console 
 . 
 log 
 ( 
 error 
 ); 
  
 return 
 ; 
  
 } 
  
 // Specify item to inspect 
  
 const 
  
 item 
  
 = 
  
 { 
  
 byteItem 
 : 
  
 { 
  
 type 
 : 
  
 fileTypeConstant 
 , 
  
 data 
 : 
  
 fileBytes 
 , 
  
 }, 
  
 }; 
  
 // Specify inspect configuration to match information with mentioned infotypes. 
  
 const 
  
 inspectConfig 
  
 = 
  
 { 
  
 infoTypes 
 : 
  
 infoTypes 
 , 
  
 includeQuote 
 : 
  
 true 
 , 
  
 }; 
  
 // Combine configurations into a request for the service. 
  
 const 
  
 request 
  
 = 
  
 { 
  
 parent 
 : 
  
 `projects/ 
 ${ 
 projectId 
 } 
 /locations/global` 
 , 
  
 inspectConfig 
 : 
  
 inspectConfig 
 , 
  
 item 
 : 
  
 item 
 , 
  
 }; 
  
 // Use the client to send the request. 
  
 const 
  
 [ 
 response 
 ] 
  
 = 
  
 await 
  
 dlp 
 . 
 inspectContent 
 ( 
 request 
 ); 
  
 // Print Findings 
  
 const 
  
 findings 
  
 = 
  
 response 
 . 
 result 
 . 
 findings 
 ; 
  
 if 
  
 ( 
 findings 
 . 
 length 
 > 
 0 
 ) 
  
 { 
  
 console 
 . 
 log 
 ( 
 `Findings: 
 ${ 
 findings 
 . 
 length 
 } 
 \n` 
 ); 
  
 findings 
 . 
 forEach 
 ( 
 finding 
  
 = 
>  
 { 
  
 console 
 . 
 log 
 ( 
 `InfoType: 
 ${ 
 finding 
 . 
 infoType 
 . 
 name 
 } 
 ` 
 ); 
  
 console 
 . 
 log 
 ( 
 `\tQuote: 
 ${ 
 finding 
 . 
 quote 
 } 
 ` 
 ); 
  
 console 
 . 
 log 
 ( 
 `\tLikelihood: 
 ${ 
 finding 
 . 
 likelihood 
 } 
 \n` 
 ); 
  
 }); 
  
 } 
  
 else 
  
 { 
  
 console 
 . 
 log 
 ( 
 'No findings.' 
 ); 
  
 } 
 } 
 inspectImageFileListedInfoTypes 
 (); 
 

  use Google\Cloud\Dlp\V2\ByteContentItem; 
 use Google\Cloud\Dlp\V2\ByteContentItem\BytesType; 
 use Google\Cloud\Dlp\V2\Client\DlpServiceClient; 
 use Google\Cloud\Dlp\V2\ContentItem; 
 use Google\Cloud\Dlp\V2\InfoType; 
 use Google\Cloud\Dlp\V2\InspectConfig; 
 use Google\Cloud\Dlp\V2\InspectContentRequest; 
 use Google\Cloud\Dlp\V2\Likelihood; 
 /** 
 * Inspect an image for sensitive data with listed infoTypes. 
 * If you want to inspect an image for only certain sensitive data types, specify their corresponding 
 * built-in infoTypes. 
 * 
 * @param string $projectId         The Google Cloud project id to use as a parent resource. 
 * @param string $inputPath         The image path to inspect. 
 */ 
 function inspect_image_listed_infotypes( 
 // TODO(developer): Replace sample parameters before running the code. 
 string $projectId, 
 string $inputPath = './test/data/test.png' 
 ): void { 
 // Instantiate a client. 
 $dlp = new DlpServiceClient(); 
 // Get the bytes of the file. 
 $fileBytes = (new ByteContentItem()) 
 ->setType(BytesType::IMAGE_PNG) 
 ->setData(file_get_contents($inputPath)); 
 $parent = "projects/$projectId/locations/global"; 
 // Specify what content you want the service to Inspect. 
 $item = (new ContentItem()) 
 ->setByteItem($fileBytes); 
 // Create inspect config configuration. 
 $inspectConfig = (new InspectConfig()) 
 // The infoTypes of information to match. 
 ->setInfoTypes([ 
 (new InfoType())->setName('PHONE_NUMBER'), 
 (new InfoType())->setName('EMAIL_ADDRESS'), 
 (new InfoType())->setName('US_SOCIAL_SECURITY_NUMBER') 
 ]); 
 // Run request. 
 $inspectContentRequest = (new InspectContentRequest()) 
 ->setParent($parent) 
 ->setInspectConfig($inspectConfig) 
 ->setItem($item); 
 $response = $dlp->inspectContent($inspectContentRequest); 
 // Print the results. 
 $findings = $response->getResult()->getFindings(); 
 if (count($findings) == 0) { 
 printf('No findings.' . PHP_EOL); 
 } else { 
 printf('Findings:' . PHP_EOL); 
 foreach ($findings as $finding) { 
 printf('  Info type: %s' . PHP_EOL, $finding->getInfoType()->getName()); 
 printf('  Likelihood: %s' . PHP_EOL, Likelihood::name($finding->getLikelihood())); 
 } 
 } 
 } 
 

  from 
  
 typing 
  
 import 
 List 
 import 
  
 google.cloud.dlp 
 def 
  
 inspect_image_file_listed_infotypes 
 ( 
 project 
 : 
 str 
 , 
 filename 
 : 
 str 
 , 
 info_types 
 : 
 List 
 [ 
 str 
 ], 
 include_quote 
 : 
 bool 
 = 
 True 
 , 
 ) 
 - 
> None 
 : 
  
 """Uses the Data Loss Prevention API to analyze strings in an image for 
 data matching the given infoTypes. 
 Args: 
 project: The Google Cloud project id to use as a parent resource. 
 filename: The path of the image file to inspect. 
 info_types:  A list of strings representing infoTypes to look for. 
 A full list of info type categories can be fetched from the API. 
 include_quote: Boolean for whether to display a matching snippet of 
 the detected information in the results. 
 """ 
 # Instantiate a client. 
 dlp 
 = 
 google 
 . 
 cloud 
 . 
  dlp_v2 
 
 . 
  DlpServiceClient 
 
 () 
 # Prepare info_types by converting the list of strings into a list of 
 # dictionaries. 
 info_types 
 = 
 [{ 
 "name" 
 : 
 info_type 
 } 
 for 
 info_type 
 in 
 info_types 
 ] 
 # Construct the configuration dictionary. 
 inspect_config 
 = 
 { 
 "info_types" 
 : 
 info_types 
 , 
 "include_quote" 
 : 
 include_quote 
 , 
 } 
 # Construct the byte_item, containing the image file's byte data. 
 with 
 open 
 ( 
 filename 
 , 
 mode 
 = 
 "rb" 
 ) 
 as 
 f 
 : 
 byte_item 
 = 
 { 
 "type_" 
 : 
 "IMAGE" 
 , 
 "data" 
 : 
 f 
 . 
 read 
 ()} 
 # Convert the project id into a full resource id. 
 parent 
 = 
 f 
 "projects/ 
 { 
 project 
 } 
 " 
 # Call the API. 
 response 
 = 
 dlp 
 . 
  inspect_content 
 
 ( 
 request 
 = 
 { 
 "parent" 
 : 
 parent 
 , 
 "inspect_config" 
 : 
 inspect_config 
 , 
 "item" 
 : 
 { 
 "byte_item" 
 : 
 byte_item 
 }, 
 } 
 ) 
 # Print out the results. 
 if 
 response 
 . 
 result 
 . 
 findings 
 : 
 for 
 finding 
 in 
 response 
 . 
 result 
 . 
 findings 
 : 
 print 
 ( 
 f 
 "Info type: 
 { 
 finding 
 . 
 info_type 
 . 
 name 
 } 
 " 
 ) 
 if 
 include_quote 
 : 
 print 
 ( 
 f 
 "Quote: 
 { 
 finding 
 . 
 quote 
 } 
 " 
 ) 
 print 
 ( 
 f 
 "Likelihood: 
 { 
 finding 
 . 
 likelihood 
 } 
  
 \n 
 " 
 ) 
 else 
 : 
 print 
 ( 
 "No findings." 
 )