Sensitive Data Protection client libraries

  using 
  
 System 
 ; 
 using 
  
 System.Collections.Generic 
 ; 
 using 
  
  Google.Api.Gax.ResourceNames 
 
 ; 
 using 
  
  Google.Cloud.Dlp.V2 
 
 ; 
 public 
  
 class 
  
 ClientLibraryQuickStart 
 { 
  
 public 
  
 static 
  
 InspectContentResponse 
  
 QuickStart 
 ( 
  
 string 
  
 projectId 
 , 
  
 string 
  
 text 
 , 
  
 IEnumerable<InfoType> 
  
 infoTypes 
  
 = 
  
 null 
 ) 
  
 { 
  
 // Instantiate a client. 
  
 var 
  
 dlp 
  
 = 
  
  DlpServiceClient 
 
 . 
  Create 
 
 (); 
  
 // Construct the byte content item by specifying the type of data to be inspected 
  
 // and data to be inspected. 
  
 var 
  
 byteContentItem 
  
 = 
  
 new 
  
  ByteContentItem 
 
  
 { 
  
 Type 
  
 = 
  
  ByteContentItem 
 
 . 
  Types 
 
 . 
  BytesType 
 
 . 
  TextUtf8 
 
 , 
  
 Data 
  
 = 
  
 Google 
 . 
 Protobuf 
 . 
 ByteString 
 . 
 CopyFromUtf8 
 ( 
 text 
 ) 
  
 }; 
  
 // Construct content item by setting byte item. 
  
 var 
  
 contentItem 
  
 = 
  
 new 
  
  ContentItem 
 
  
 { 
  
 ByteItem 
  
 = 
  
 byteContentItem 
  
 }; 
  
 // Set minimum likelihood and limits. 
  
 var 
  
 minLikelihood 
  
 = 
  
  Likelihood 
 
 . 
  Possible 
 
 ; 
  
 var 
  
 limits 
  
 = 
  
 new 
  
 InspectConfig 
 . 
 Types 
 . 
 FindingLimits 
  
 { 
  
 // Specifying 0 means use the maximum allowed findings. 
  
 MaxFindingsPerRequest 
  
 = 
  
 0 
  
 }; 
  
 // Construct a inspect config by specifying the type of info to be inspected. 
  
 var 
  
 inspectConfig 
  
 = 
  
 new 
  
  InspectConfig 
 
  
 { 
  
 InfoTypes 
  
 = 
  
 { 
  
 infoTypes 
  
 ?? 
  
 new 
  
  InfoType 
 
 [] 
  
 { 
  
 new 
  
  InfoType 
 
  
 { 
  
 Name 
  
 = 
  
 "PERSON_NAME" 
  
 }, 
  
 new 
  
  InfoType 
 
  
 { 
  
 Name 
  
 = 
  
 "US_STATE" 
  
 } 
  
 } 
  
 }, 
  
 MinLikelihood 
  
 = 
  
 minLikelihood 
 , 
  
 Limits 
  
 = 
  
 limits 
 , 
  
 IncludeQuote 
  
 = 
  
 true 
 , 
  
 }; 
  
 // Construct a request config. 
  
 var 
  
 request 
  
 = 
  
 new 
  
  InspectContentRequest 
 
  
 { 
  
 ParentAsLocationName 
  
 = 
  
 new 
  
  LocationName 
 
 ( 
 projectId 
 , 
  
 "global" 
 ), 
  
 Item 
  
 = 
  
 contentItem 
 , 
  
 InspectConfig 
  
 = 
  
 inspectConfig 
  
 }; 
  
 // 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 
 ) 
  
 { 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tQuote: " 
  
 + 
  
 f 
 . 
 Quote 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tInfo type: " 
  
 + 
  
 f 
 . 
  InfoType 
 
 . 
 Name 
 ); 
  
 Console 
 . 
 WriteLine 
 ( 
 "\tLikelihood: " 
  
 + 
  
 f 
 . 
  Likelihood 
 
 ); 
  
 } 
  
 return 
  
 response 
 ; 
  
 } 
 } 
 

  // The quickstart program is an example of using the Data Loss Prevention API. 
 package 
  
 main 
 import 
  
 ( 
  
 "context" 
  
 "fmt" 
  
 "log" 
  
 dlp 
  
 "cloud.google.com/go/dlp/apiv2" 
  
 "cloud.google.com/go/dlp/apiv2/dlppb" 
 ) 
 func 
  
 main 
 () 
  
 { 
  
 ctx 
  
 := 
  
 context 
 . 
 Background 
 () 
  
 projectID 
  
 := 
  
 "PROJECT_ID" 
  
 // Creates a DLP client. 
  
 client 
 , 
  
 err 
  
 := 
  
 dlp 
 . 
  NewClient 
 
 ( 
 ctx 
 ) 
  
 if 
  
 err 
  
 != 
  
 nil 
  
 { 
  
 log 
 . 
 Fatalf 
 ( 
 "error creating DLP client: %v" 
 , 
  
 err 
 ) 
  
 } 
  
 defer 
  
 client 
 . 
  Close 
 
 () 
  
 // The string to inspect. 
  
 input 
  
 := 
  
 "Robert Frost" 
  
 // The minimum likelihood required before returning a match. 
  
 minLikelihood 
  
 := 
  
 dlppb 
 . 
  Likelihood_POSSIBLE 
 
  
 // The maximum number of findings to report (0 = server maximum). 
  
 maxFindings 
  
 := 
  
 int32 
 ( 
 0 
 ) 
  
 // Whether to include the matching string. 
  
 includeQuote 
  
 := 
  
 true 
  
 // The infoTypes of information to match. 
  
 infoTypes 
  
 := 
  
 [] 
 * 
 dlppb 
 . 
 InfoType 
 { 
  
 { 
  
 Name 
 : 
  
 "PERSON_NAME" 
 , 
  
 }, 
  
 { 
  
 Name 
 : 
  
 "US_STATE" 
 , 
  
 }, 
  
 } 
  
 // Construct item to inspect. 
  
 item 
  
 := 
  
& dlppb 
 . 
 ContentItem 
 { 
  
 DataItem 
 : 
  
& dlppb 
 . 
 ContentItem_Value 
 { 
  
 Value 
 : 
  
 input 
 , 
  
 }, 
  
 } 
  
 // Construct request. 
  
 req 
  
 := 
  
& dlppb 
 . 
 InspectContentRequest 
 { 
  
 Parent 
 : 
  
 fmt 
 . 
 Sprintf 
 ( 
 "projects/%s/locations/global" 
 , 
  
 projectID 
 ), 
  
 InspectConfig 
 : 
  
& dlppb 
 . 
 InspectConfig 
 { 
  
 InfoTypes 
 : 
  
 infoTypes 
 , 
  
 MinLikelihood 
 : 
  
 minLikelihood 
 , 
  
 Limits 
 : 
  
& dlppb 
 . 
 InspectConfig_FindingLimits 
 { 
  
 MaxFindingsPerRequest 
 : 
  
 maxFindings 
 , 
  
 }, 
  
 IncludeQuote 
 : 
  
 includeQuote 
 , 
  
 }, 
  
 Item 
 : 
  
 item 
 , 
  
 } 
  
 // Run request. 
  
 resp 
 , 
  
 err 
  
 := 
  
 client 
 . 
 InspectContent 
 ( 
 ctx 
 , 
  
 req 
 ) 
  
 if 
  
 err 
  
 != 
  
 nil 
  
 { 
  
 log 
 . 
 Fatal 
 ( 
 err 
 ) 
  
 } 
  
 findings 
  
 := 
  
 resp 
 . 
 GetResult 
 (). 
 GetFindings 
 () 
  
 if 
  
 len 
 ( 
 findings 
 ) 
  
 == 
  
 0 
  
 { 
  
 fmt 
 . 
 Println 
 ( 
 "No findings." 
 ) 
  
 } 
  
 fmt 
 . 
 Println 
 ( 
 "Findings:" 
 ) 
  
 for 
  
 _ 
 , 
  
 f 
  
 := 
  
 range 
  
 findings 
  
 { 
  
 if 
  
 includeQuote 
  
 { 
  
 fmt 
 . 
 Println 
 ( 
 "\tQuote: " 
 , 
  
 f 
 . 
 GetQuote 
 ()) 
  
 } 
  
 fmt 
 . 
 Println 
 ( 
 "\tInfo type: " 
 , 
  
 f 
 . 
 GetInfoType 
 (). 
 GetName 
 ()) 
  
 fmt 
 . 
 Println 
 ( 
 "\tLikelihood: " 
 , 
  
 f 
 . 
 GetLikelihood 
 ()) 
  
 } 
 } 
 

  import 
  
 com.google.cloud.dlp.v2. DlpServiceClient 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. ByteContentItem 
 
 ; 
 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. InspectResult 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. Likelihood 
 
 ; 
 import 
  
 com.google.privacy.dlp.v2. LocationName 
 
 ; 
 import 
  
 com.google.protobuf. ByteString 
 
 ; 
 import 
  
 java.io.IOException 
 ; 
 import 
  
 java.util.List 
 ; 
 import 
  
 java.util.stream.Collectors 
 ; 
 import 
  
 java.util.stream.Stream 
 ; 
 public 
  
 class 
 QuickStart 
  
 { 
  
 public 
  
 static 
  
 void 
  
 main 
 ( 
 String 
 [] 
  
 args 
 ) 
  
 throws 
  
 IOException 
  
 { 
  
 // TODO(developer): Replace these variables before running the sample. 
  
 String 
  
 projectId 
  
 = 
  
 "your-project-id" 
 ; 
  
 quickstart 
 ( 
 projectId 
 ); 
  
 } 
  
 public 
  
 static 
  
 void 
  
 quickstart 
 ( 
 String 
  
 projectId 
 ) 
  
 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 
 
  
 dlpServiceClient 
  
 = 
  
  DlpServiceClient 
 
 . 
 create 
 ()) 
  
 { 
  
 // Configure that content that will be inspected 
  
 String 
  
 text 
  
 = 
  
 "His name was Robert Frost" 
 ; 
  
  ByteContentItem 
 
  
 byteContentItem 
  
 = 
  
  ByteContentItem 
 
 . 
 newBuilder 
 () 
  
 . 
 setType 
 ( 
  ByteContentItem 
 
 . 
 BytesType 
 . 
 TEXT_UTF8 
 ) 
  
 . 
  setData 
 
 ( 
  ByteString 
 
 . 
  copyFromUtf8 
 
 ( 
 text 
 )) 
  
 . 
 build 
 (); 
  
  ContentItem 
 
  
 contentItem 
  
 = 
  
  ContentItem 
 
 . 
 newBuilder 
 (). 
 setByteItem 
 ( 
 byteContentItem 
 ). 
 build 
 (); 
  
 // The types of information to match: 
  
 // See: https://cloud.google.com/dlp/docs/infotypes-reference 
  
 List<InfoType> 
  
 infoTypes 
  
 = 
  
 Stream 
 . 
 of 
 ( 
 "PERSON_NAME" 
 , 
  
 "US_STATE" 
 ) 
  
 . 
 map 
 ( 
 it 
  
 - 
>  
  InfoType 
 
 . 
 newBuilder 
 (). 
 setName 
 ( 
 it 
 ). 
 build 
 ()) 
  
 . 
 collect 
 ( 
 Collectors 
 . 
 toList 
 ()); 
  
 // The minimum likelihood required before returning a match: 
  
 // See: https://cloud.google.com/dlp/docs/likelihood 
  
  Likelihood 
 
  
 minLikelihood 
  
 = 
  
  Likelihood 
 
 . 
 POSSIBLE 
 ; 
  
 // The maximum number of findings to report (0 = server maximum) 
  
  InspectConfig 
 
 . 
  FindingLimits 
 
  
 findingLimits 
  
 = 
  
  InspectConfig 
 
 . 
 FindingLimits 
 . 
 newBuilder 
 (). 
  setMaxFindingsPerItem 
 
 ( 
 0 
 ). 
 build 
 (); 
  
 // Specify the inspection configuration 
  
  InspectConfig 
 
  
 inspectConfig 
  
 = 
  
  InspectConfig 
 
 . 
 newBuilder 
 () 
  
 . 
 addAllInfoTypes 
 ( 
 infoTypes 
 ) 
  
 . 
 setMinLikelihood 
 ( 
 minLikelihood 
 ) 
  
 . 
  setLimits 
 
 ( 
 findingLimits 
 ) 
  
 . 
  setIncludeQuote 
 
 ( 
 true 
 ) 
  
 . 
 build 
 (); 
  
 // Create the request from previous configs 
  
  InspectContentRequest 
 
  
 request 
  
 = 
  
  InspectContentRequest 
 
 . 
 newBuilder 
 () 
  
 . 
 setParent 
 ( 
  LocationName 
 
 . 
 of 
 ( 
 projectId 
 , 
  
 "global" 
 ). 
 toString 
 ()) 
  
 . 
 setInspectConfig 
 ( 
 inspectConfig 
 ) 
  
 . 
 setItem 
 ( 
 contentItem 
 ) 
  
 . 
 build 
 (); 
  
 // Send the request to the service and receive the results 
  
  InspectContentResponse 
 
  
 response 
  
 = 
  
 dlpServiceClient 
 . 
 inspectContent 
 ( 
 request 
 ); 
  
 // Process the results 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Inspect of text complete: " 
 ); 
  
  InspectResult 
 
  
 result 
  
 = 
  
 response 
 . 
  getResult 
 
 (); 
  
 if 
  
 ( 
 result 
 . 
  getFindingsCount 
 
 () 
 < 
 0 
 ) 
  
 { 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "No findings." 
 ); 
  
 return 
 ; 
  
 } 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "Findings: " 
 ); 
  
 for 
  
 ( 
  Finding 
 
  
 finding 
  
 : 
  
 result 
 . 
  getFindingsList 
 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tQuote: " 
  
 + 
  
 finding 
 . 
 getQuote 
 ()); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tInfo type: " 
  
 + 
  
 finding 
 . 
 getInfoType 
 (). 
 getName 
 ()); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "\tLikelihood: " 
  
 + 
  
 finding 
 . 
 getLikelihood 
 ()); 
  
 } 
  
 } 
  
 } 
 } 
 

  // Instantiates a client 
 const 
  
 dlp 
  
 = 
  
 new 
  
 DLP 
 . 
 DlpServiceClient 
 (); 
 // The string to inspect 
 const 
  
 string 
  
 = 
  
 'Robert Frost' 
 ; 
 // The project ID to run the API call under 
 // const projectId = 'my-project'; 
 async 
  
 function 
  
 quickStart 
 () 
  
 { 
  
 // The minimum likelihood required before returning a match 
  
 const 
  
 minLikelihood 
  
 = 
  
 'LIKELIHOOD_UNSPECIFIED' 
 ; 
  
 // The maximum number of findings to report (0 = server maximum) 
  
 const 
  
 maxFindings 
  
 = 
  
 0 
 ; 
  
 // The infoTypes of information to match 
  
 const 
  
 infoTypes 
  
 = 
  
 [{ 
 name 
 : 
  
 'PERSON_NAME' 
 }, 
  
 { 
 name 
 : 
  
 'US_STATE' 
 }]; 
  
 // Whether to include the matching string 
  
 const 
  
 includeQuote 
  
 = 
  
 true 
 ; 
  
 // Construct item to inspect 
  
 const 
  
 item 
  
 = 
  
 { 
 value 
 : 
  
 string 
 }; 
  
 // Construct request 
  
 const 
  
 request 
  
 = 
  
 { 
  
 parent 
 : 
  
 `projects/ 
 ${ 
 projectId 
 } 
 /locations/global` 
 , 
  
 inspectConfig 
 : 
  
 { 
  
 infoTypes 
 : 
  
 infoTypes 
 , 
  
 minLikelihood 
 : 
  
 minLikelihood 
 , 
  
 limits 
 : 
  
 { 
  
 maxFindingsPerRequest 
 : 
  
 maxFindings 
 , 
  
 }, 
  
 includeQuote 
 : 
  
 includeQuote 
 , 
  
 }, 
  
 item 
 : 
  
 item 
 , 
  
 }; 
  
 // Run request 
  
 const 
  
 [ 
 response 
 ] 
  
 = 
  
 await 
  
 dlp 
 . 
 inspectContent 
 ( 
 request 
 ); 
  
 const 
  
 findings 
  
 = 
  
 response 
 . 
 result 
 . 
 findings 
 ; 
  
 if 
  
 ( 
 findings 
 . 
 length 
 > 
 0 
 ) 
  
 { 
  
 console 
 . 
 log 
 ( 
 'Findings:' 
 ); 
  
 findings 
 . 
 forEach 
 ( 
 finding 
  
 = 
>  
 { 
  
 if 
  
 ( 
 includeQuote 
 ) 
  
 { 
  
 console 
 . 
 log 
 ( 
 `\tQuote: 
 ${ 
 finding 
 . 
 quote 
 } 
 ` 
 ); 
  
 } 
  
 console 
 . 
 log 
 ( 
 `\tInfo type: 
 ${ 
 finding 
 . 
 infoType 
 . 
 name 
 } 
 ` 
 ); 
  
 console 
 . 
 log 
 ( 
 `\tLikelihood: 
 ${ 
 finding 
 . 
 likelihood 
 } 
 ` 
 ); 
  
 }); 
  
 } 
  
 else 
  
 { 
  
 console 
 . 
 log 
 ( 
 'No findings.' 
 ); 
  
 } 
 } 
 quickStart 
 (); 
 

  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\InspectConfig\FindingLimits; 
 use Google\Cloud\Dlp\V2\InspectContentRequest; 
 use Google\Cloud\Dlp\V2\Likelihood; 
 // Instantiate a client. 
 $dlp = new DlpServiceClient(); 
 // The infoTypes of information to match 
 $usNameInfoType = (new InfoType()) 
 ->setName('PERSON_NAME'); 
 $phoneNumberInfoType = (new InfoType()) 
 ->setName('PHONE_NUMBER'); 
 $infoTypes = [$usNameInfoType, $phoneNumberInfoType]; 
 // Set the string to inspect 
 $stringToInspect = 'Robert Frost'; 
 // Only return results above a likelihood threshold, 0 for all 
 $minLikelihood = likelihood::LIKELIHOOD_UNSPECIFIED; 
 // Limit the number of findings, 0 for no limit 
 $maxFindings = 0; 
 // Whether to include the matching string in the response 
 $includeQuote = true; 
 // Specify finding limits 
 $limits = (new FindingLimits()) 
 ->setMaxFindingsPerRequest($maxFindings); 
 // Create the configuration object 
 $inspectConfig = (new InspectConfig()) 
 ->setMinLikelihood($minLikelihood) 
 ->setLimits($limits) 
 ->setInfoTypes($infoTypes) 
 ->setIncludeQuote($includeQuote); 
 $content = (new ContentItem()) 
 ->setValue($stringToInspect); 
 $projectId = getenv('GCLOUD_PROJECT'); 
 $parent = $dlp->projectName($projectId); 
 // Run request 
 $inspectContentRequest = (new InspectContentRequest()) 
 ->setParent($parent) 
 ->setInspectConfig($inspectConfig) 
 ->setItem($content); 
 $response = $dlp->inspectContent($inspectContentRequest); 
 // Print the results 
 $findings = $response->getResult()->getFindings(); 
 if (count($findings) == 0) { 
 print('No findings.' . PHP_EOL); 
 } else { 
 print('Findings:' . PHP_EOL); 
 foreach ($findings as $finding) { 
 if ($includeQuote) { 
 print('  Quote: ' . $finding->getQuote() . PHP_EOL); 
 } 
 print('  Info type: ' . $finding->getInfoType()->getName() . PHP_EOL); 
 $likelihoodString = Likelihood::name($finding->getLikelihood()); 
 print('  Likelihood: ' . $likelihoodString . PHP_EOL); 
 } 
 } 
 

  # Import the client library 
 import 
  
 google.cloud.dlp 
 # Instantiate a client. 
 dlp_client 
 = 
 google 
 . 
 cloud 
 . 
  dlp_v2 
 
 . 
  DlpServiceClient 
 
 () 
 # The string to inspect 
 content 
 = 
 "Robert Frost" 
 # Construct the item to inspect. 
 item 
 = 
 { 
 "value" 
 : 
 content 
 } 
 # The info types to search for in the content. Required. 
 info_types 
 = 
 [{ 
 "name" 
 : 
 "FIRST_NAME" 
 }, 
 { 
 "name" 
 : 
 "LAST_NAME" 
 }] 
 # The minimum likelihood to constitute a match. Optional. 
 min_likelihood 
 = 
 google 
 . 
 cloud 
 . 
  dlp_v2 
 
 . 
  Likelihood 
 
 . 
 LIKELIHOOD_UNSPECIFIED 
 # The maximum number of findings to report (0 = server maximum). Optional. 
 max_findings 
 = 
 0 
 # Whether to include the matching string in the results. Optional. 
 include_quote 
 = 
 True 
 # Construct the configuration dictionary. Keys which are None may 
 # optionally be omitted entirely. 
 inspect_config 
 = 
 { 
 "info_types" 
 : 
 info_types 
 , 
 "min_likelihood" 
 : 
 min_likelihood 
 , 
 "include_quote" 
 : 
 include_quote 
 , 
 "limits" 
 : 
 { 
 "max_findings_per_request" 
 : 
 max_findings 
 }, 
 } 
 # Convert the project id into a full resource id. 
 parent 
 = 
 f 
 "projects/ 
 { 
 project_id 
 } 
 " 
 # Call the API. 
 response 
 = 
 dlp_client 
 . 
  inspect_content 
 
 ( 
 request 
 = 
 { 
 "parent" 
 : 
 parent 
 , 
 "inspect_config" 
 : 
 inspect_config 
 , 
 "item" 
 : 
 item 
 } 
 ) 
 # Print out the results. 
 if 
 response 
 . 
 result 
 . 
 findings 
 : 
 for 
 finding 
 in 
 response 
 . 
 result 
 . 
 findings 
 : 
 try 
 : 
 print 
 ( 
 f 
 "Quote: 
 { 
 finding 
 . 
 quote 
 } 
 " 
 ) 
 except 
 AttributeError 
 : 
 pass 
 print 
 ( 
 f 
 "Info type: 
 { 
 finding 
 . 
 info_type 
 . 
 name 
 } 
 " 
 ) 
 # Convert likelihood value to string respresentation. 
 likelihood 
 = 
 finding 
 . 
 likelihood 
 . 
 name 
 print 
 ( 
 f 
 "Likelihood: 
 { 
 likelihood 
 } 
 " 
 ) 
 else 
 : 
 print 
 ( 
 "No findings." 
 )