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    Commute search

    Search requests can include a commute time filter that restricts returned jobs to those within a specified travel time from a start point. Results include the estimated commute time in seconds for matched jobs.

    To return jobs within a specific commute time, send a jobs.search request and include a CommuteFilter object in the JobQuery.commuteFilter field. Cloud Talent Solution uses the job's address to calculate the commute time to that job. When a detailed address is not provided Cloud Talent Solution attempts to infer the actual street address of the job.

    Java

    To learn how to install and use the client library for CTS, see CTS client libraries . For more information, see the CTS Java API reference documentation .

    To authenticate to CTS, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

      import 
  
 com.google.cloud.talent.v4. CommuteFilter 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. CommuteMethod 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. Job 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. JobQuery 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. JobServiceClient 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. RequestMetadata 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. SearchJobsRequest 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. SearchJobsResponse 
 
 ; 
 import 
  
 com.google.cloud.talent.v4. TenantName 
 
 ; 
 import 
  
 com.google.protobuf. Duration 
 
 ; 
 import 
  
 com.google.type. LatLng 
 
 ; 
 import 
  
 java.io.IOException 
 ; 
 public 
  
 class 
 CommuteSearchJobs 
  
 { 
  
 public 
  
 static 
  
 void 
  
 searchJobs 
 () 
  
 throws 
  
 IOException 
  
 { 
  
 // TODO(developer): Replace these variables before running the sample. 
  
 String 
  
 projectId 
  
 = 
  
 "your-project-id" 
 ; 
  
 String 
  
 tenantId 
  
 = 
  
 "your-tenant-id" 
 ; 
  
 searchJobs 
 ( 
 projectId 
 , 
  
 tenantId 
 ); 
  
 } 
  
 // Search Jobs with histogram queries. 
  
 public 
  
 static 
  
 void 
  
 searchJobs 
 ( 
 String 
  
 projectId 
 , 
  
 String 
  
 tenantId 
 ) 
  
 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 
  
 ( 
  JobServiceClient 
 
  
 jobServiceClient 
  
 = 
  
  JobServiceClient 
 
 . 
 create 
 ()) 
  
 { 
  
  TenantName 
 
  
 parent 
  
 = 
  
  TenantName 
 
 . 
 of 
 ( 
 projectId 
 , 
  
 tenantId 
 ); 
  
 String 
  
 domain 
  
 = 
  
 "www.example.com" 
 ; 
  
 String 
  
 sessionId 
  
 = 
  
 "Hashed session identifier" 
 ; 
  
 String 
  
 userId 
  
 = 
  
 "Hashed user identifier" 
 ; 
  
  RequestMetadata 
 
  
 requestMetadata 
  
 = 
  
  RequestMetadata 
 
 . 
 newBuilder 
 () 
  
 . 
  setDomain 
 
 ( 
 domain 
 ) 
  
 . 
  setSessionId 
 
 ( 
 sessionId 
 ) 
  
 . 
  setUserId 
 
 ( 
 userId 
 ) 
  
 . 
 build 
 (); 
  
  CommuteMethod 
 
  
 commuteMethod 
  
 = 
  
  CommuteMethod 
 
 . 
 DRIVING 
 ; 
  
 long 
  
 seconds 
  
 = 
  
 3600L 
 ; 
  
  Duration 
 
  
 travelDuration 
  
 = 
  
  Duration 
 
 . 
 newBuilder 
 (). 
 setSeconds 
 ( 
 seconds 
 ). 
 build 
 (); 
  
 double 
  
 latitude 
  
 = 
  
 37.422408 
 ; 
  
 double 
  
 longitude 
  
 = 
  
 - 
 122.084068 
 ; 
  
  LatLng 
 
  
 startCoordinates 
  
 = 
  
  LatLng 
 
 . 
 newBuilder 
 (). 
  setLatitude 
 
 ( 
 latitude 
 ). 
  setLongitude 
 
 ( 
 longitude 
 ). 
 build 
 (); 
  
  CommuteFilter 
 
  
 commuteFilter 
  
 = 
  
  CommuteFilter 
 
 . 
 newBuilder 
 () 
  
 . 
  setCommuteMethod 
 
 ( 
 commuteMethod 
 ) 
  
 . 
 setTravelDuration 
 ( 
 travelDuration 
 ) 
  
 . 
  setStartCoordinates 
 
 ( 
 startCoordinates 
 ) 
  
 . 
 build 
 (); 
  
  JobQuery 
 
  
 jobQuery 
  
 = 
  
  JobQuery 
 
 . 
 newBuilder 
 (). 
  setCommuteFilter 
 
 ( 
 commuteFilter 
 ). 
 build 
 (); 
  
  SearchJobsRequest 
 
  
 request 
  
 = 
  
  SearchJobsRequest 
 
 . 
 newBuilder 
 () 
  
 . 
 setParent 
 ( 
 parent 
 . 
  toString 
 
 ()) 
  
 . 
  setRequestMetadata 
 
 ( 
 requestMetadata 
 ) 
  
 . 
  setJobQuery 
 
 ( 
 jobQuery 
 ) 
  
 . 
 build 
 (); 
  
 for 
  
 ( 
  SearchJobsResponse 
 
 . 
  MatchingJob 
 
  
 responseItem 
  
 : 
  
 jobServiceClient 
 . 
 searchJobs 
 ( 
 request 
 ). 
 getMatchingJobsList 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job summary: %s%n" 
 , 
  
 responseItem 
 . 
 getJobSummary 
 ()); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job title snippet: %s%n" 
 , 
  
 responseItem 
 . 
 getJobTitleSnippet 
 ()); 
  
  Job 
 
  
 job 
  
 = 
  
 responseItem 
 . 
 getJob 
 (); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job name: %s%n" 
 , 
  
 job 
 . 
  getName 
 
 ()); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job title: %s%n" 
 , 
  
 job 
 . 
  getTitle 
 
 ()); 
  
 } 
  
 } 
  
 } 
 }

    Java

    To learn how to install and use the client library for CTS, see CTS client libraries . For more information, see the CTS Java API reference documentation .

    To authenticate to CTS, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

      import 
  
 com.google.cloud.talent.v4beta1.CommuteFilter 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.CommuteMethod 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.Job 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.JobQuery 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.JobServiceClient 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.RequestMetadata 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.SearchJobsRequest 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.SearchJobsResponse 
 ; 
 import 
  
 com.google.cloud.talent.v4beta1.TenantName 
 ; 
 import 
  
 com.google.protobuf. Duration 
 
 ; 
 import 
  
 com.google.type. LatLng 
 
 ; 
 import 
  
 java.io.IOException 
 ; 
 public 
  
 class 
 CommuteSearchJobs 
  
 { 
  
 public 
  
 static 
  
 void 
  
 searchJobs 
 () 
  
 throws 
  
 IOException 
  
 { 
  
 // TODO(developer): Replace these variables before running the sample. 
  
 String 
  
 projectId 
  
 = 
  
 "your-project-id" 
 ; 
  
 String 
  
 tenantId 
  
 = 
  
 "your-tenant-id" 
 ; 
  
 searchJobs 
 ( 
 projectId 
 , 
  
 tenantId 
 ); 
  
 } 
  
 // Search Jobs with histogram queries. 
  
 public 
  
 static 
  
 void 
  
 searchJobs 
 ( 
 String 
  
 projectId 
 , 
  
 String 
  
 tenantId 
 ) 
  
 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 
  
 ( 
 JobServiceClient 
  
 jobServiceClient 
  
 = 
  
 JobServiceClient 
 . 
 create 
 ()) 
  
 { 
  
 TenantName 
  
 parent 
  
 = 
  
 TenantName 
 . 
 of 
 ( 
 projectId 
 , 
  
 tenantId 
 ); 
  
 String 
  
 domain 
  
 = 
  
 "www.example.com" 
 ; 
  
 String 
  
 sessionId 
  
 = 
  
 "Hashed session identifier" 
 ; 
  
 String 
  
 userId 
  
 = 
  
 "Hashed user identifier" 
 ; 
  
 RequestMetadata 
  
 requestMetadata 
  
 = 
  
 RequestMetadata 
 . 
 newBuilder 
 () 
  
 . 
 setDomain 
 ( 
 domain 
 ) 
  
 . 
 setSessionId 
 ( 
 sessionId 
 ) 
  
 . 
 setUserId 
 ( 
 userId 
 ) 
  
 . 
 build 
 (); 
  
 CommuteMethod 
  
 commuteMethod 
  
 = 
  
 CommuteMethod 
 . 
 DRIVING 
 ; 
  
 long 
  
 seconds 
  
 = 
  
 3600L 
 ; 
  
  Duration 
 
  
 travelDuration 
  
 = 
  
  Duration 
 
 . 
 newBuilder 
 (). 
 setSeconds 
 ( 
 seconds 
 ). 
 build 
 (); 
  
 double 
  
 latitude 
  
 = 
  
 37.422408 
 ; 
  
 double 
  
 longitude 
  
 = 
  
 - 
 122.084068 
 ; 
  
  LatLng 
 
  
 startCoordinates 
  
 = 
  
  LatLng 
 
 . 
 newBuilder 
 (). 
  setLatitude 
 
 ( 
 latitude 
 ). 
  setLongitude 
 
 ( 
 longitude 
 ). 
 build 
 (); 
  
 CommuteFilter 
  
 commuteFilter 
  
 = 
  
 CommuteFilter 
 . 
 newBuilder 
 () 
  
 . 
 setCommuteMethod 
 ( 
 commuteMethod 
 ) 
  
 . 
 setTravelDuration 
 ( 
 travelDuration 
 ) 
  
 . 
 setStartCoordinates 
 ( 
 startCoordinates 
 ) 
  
 . 
 build 
 (); 
  
 JobQuery 
  
 jobQuery 
  
 = 
  
 JobQuery 
 . 
 newBuilder 
 (). 
 setCommuteFilter 
 ( 
 commuteFilter 
 ). 
 build 
 (); 
  
 SearchJobsRequest 
  
 request 
  
 = 
  
 SearchJobsRequest 
 . 
 newBuilder 
 () 
  
 . 
 setParent 
 ( 
 parent 
 . 
 toString 
 ()) 
  
 . 
 setRequestMetadata 
 ( 
 requestMetadata 
 ) 
  
 . 
 setJobQuery 
 ( 
 jobQuery 
 ) 
  
 . 
 build 
 (); 
  
 for 
  
 ( 
 SearchJobsResponse 
 . 
 MatchingJob 
  
 responseItem 
  
 : 
  
 jobServiceClient 
 . 
 searchJobs 
 ( 
 request 
 ). 
 iterateAll 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job summary: %s%n" 
 , 
  
 responseItem 
 . 
 getJobSummary 
 ()); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job title snippet: %s%n" 
 , 
  
 responseItem 
 . 
 getJobTitleSnippet 
 ()); 
  
 Job 
  
 job 
  
 = 
  
 responseItem 
 . 
 getJob 
 (); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job name: %s%n" 
 , 
  
 job 
 . 
 getName 
 ()); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "Job title: %s%n" 
 , 
  
 job 
 . 
 getTitle 
 ()); 
  
 } 
  
 } 
  
 } 
 }

    Node.js

    To learn how to install and use the client library for CTS, see CTS client libraries . For more information, see the CTS Node.js API reference documentation .

    To authenticate to CTS, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

      const 
  
 talent 
  
 = 
  
 require 
 ( 
 ' @google-cloud/talent 
' 
 ). 
 v4 
 ; 
 /** Search Jobs using commute distance */ 
 function 
  
 sampleSearchJobs 
 ( 
 projectId 
 , 
  
 tenantId 
 ) 
  
 { 
  
 const 
  
 client 
  
 = 
  
 new 
  
 talent 
 . 
  JobServiceClient 
 
 (); 
  
 // Iterate over all elements. 
  
 // const projectId = 'Your Google Cloud Project ID'; 
  
 // const tenantId = 'Your Tenant ID (using tenancy is optional)'; 
  
 const 
  
 formattedParent 
  
 = 
  
 client 
 . 
 tenantPath 
 ( 
 projectId 
 , 
  
 tenantId 
 ); 
  
 const 
  
 domain 
  
 = 
  
 'www.example.com' 
 ; 
  
 const 
  
 sessionId 
  
 = 
  
 'Hashed session identifier' 
 ; 
  
 const 
  
 userId 
  
 = 
  
 'Hashed user identifier' 
 ; 
  
 const 
  
 requestMetadata 
  
 = 
  
 { 
  
 domain 
 : 
  
 domain 
 , 
  
 sessionId 
 : 
  
 sessionId 
 , 
  
 userId 
 : 
  
 userId 
 , 
  
 }; 
  
 const 
  
 commuteMethod 
  
 = 
  
 'TRANSIT' 
 ; 
  
 const 
  
 seconds 
  
 = 
  
 1800 
 ; 
  
 const 
  
 travelDuration 
  
 = 
  
 { 
  
 seconds 
 : 
  
 seconds 
 , 
  
 }; 
  
 const 
  
 latitude 
  
 = 
  
 37.422408 
 ; 
  
 const 
  
 longitude 
  
 = 
  
 122.084068 
 ; 
  
 const 
  
 startCoordinates 
  
 = 
  
 { 
  
 latitude 
 : 
  
 latitude 
 , 
  
 longitude 
 : 
  
 longitude 
 , 
  
 }; 
  
 const 
  
 commuteFilter 
  
 = 
  
 { 
  
 commuteMethod 
 : 
  
 commuteMethod 
 , 
  
 travelDuration 
 : 
  
 travelDuration 
 , 
  
 startCoordinates 
 : 
  
 startCoordinates 
 , 
  
 }; 
  
 const 
  
 jobQuery 
  
 = 
  
 { 
  
 commuteFilter 
 : 
  
 commuteFilter 
 , 
  
 }; 
  
 const 
  
 request 
  
 = 
  
 { 
  
 parent 
 : 
  
 formattedParent 
 , 
  
 requestMetadata 
 : 
  
 requestMetadata 
 , 
  
 jobQuery 
 : 
  
 jobQuery 
 , 
  
 }; 
  
 client 
  
 . 
 searchJobs 
 ( 
 request 
 ) 
  
 . 
 then 
 ( 
 responses 
  
 = 
>  
 { 
  
 const 
  
 resources 
  
 = 
  
 responses 
 [ 
 0 
 ]; 
  
 for 
  
 ( 
 const 
  
 resource 
  
 of 
  
 resources 
 ) 
  
 { 
  
 console 
 . 
 log 
 ( 
 `Job summary: 
 ${ 
 resource 
 . 
 jobSummary 
 } 
 ` 
 ); 
  
 console 
 . 
 log 
 ( 
 `Job title snippet: 
 ${ 
 resource 
 . 
 jobTitleSnippet 
 } 
 ` 
 ); 
  
 const 
  
 job 
  
 = 
  
 resource 
 . 
 job 
 ; 
  
 console 
 . 
 log 
 ( 
 `Job name: 
 ${ 
 job 
 . 
 name 
 } 
 ` 
 ); 
  
 console 
 . 
 log 
 ( 
 `Job title: 
 ${ 
 job 
 . 
 title 
 } 
 ` 
 ); 
  
 } 
  
 }) 
  
 . 
 catch 
 ( 
 err 
  
 = 
>  
 { 
  
 console 
 . 
 error 
 ( 
 err 
 ); 
  
 }); 
 }

    Python

    To learn how to install and use the client library for CTS, see CTS client libraries . For more information, see the CTS Python API reference documentation .

    To authenticate to CTS, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

      from 
  
 google.cloud 
  
 import 
 talent 
 def 
  
 search_jobs 
 ( 
 project_id 
 , 
 tenant_id 
 ): 
  
 """Search Jobs using commute distance""" 
 client 
 = 
 talent 
 . 
  JobServiceClient 
 
 () 
 # project_id = 'Your Google Cloud Project ID' 
 # tenant_id = 'Your Tenant ID (using tenancy is optional)' 
 if 
 isinstance 
 ( 
 project_id 
 , 
 bytes 
 ): 
 project_id 
 = 
 project_id 
 . 
 decode 
 ( 
 "utf-8" 
 ) 
 if 
 isinstance 
 ( 
 tenant_id 
 , 
 bytes 
 ): 
 tenant_id 
 = 
 tenant_id 
 . 
 decode 
 ( 
 "utf-8" 
 ) 
 parent 
 = 
 f 
 "projects/ 
 { 
 project_id 
 } 
 /tenants/ 
 { 
 tenant_id 
 } 
 " 
 domain 
 = 
 "www.example.com" 
 session_id 
 = 
 "Hashed session identifier" 
 user_id 
 = 
 "Hashed user identifier" 
 request_metadata 
 = 
 talent 
 . 
  RequestMetadata 
 
 ( 
 domain 
 = 
 domain 
 , 
 session_id 
 = 
 session_id 
 , 
 user_id 
 = 
 user_id 
 ) 
 commute_method 
 = 
 talent 
 . 
  CommuteMethod 
 
 . 
 TRANSIT 
 seconds 
 = 
 1800 
 travel_duration 
 = 
 { 
 "seconds" 
 : 
 seconds 
 } 
 latitude 
 = 
 37.422408 
 longitude 
 = 
 - 
 122.084068 
 start_coordinates 
 = 
 { 
 "latitude" 
 : 
 latitude 
 , 
 "longitude" 
 : 
 longitude 
 } 
 commute_filter 
 = 
 talent 
 . 
  CommuteFilter 
 
 ( 
 commute_method 
 = 
 commute_method 
 , 
 travel_duration 
 = 
 travel_duration 
 , 
 start_coordinates 
 = 
 start_coordinates 
 , 
 ) 
 job_query 
 = 
 talent 
 . 
  JobQuery 
 
 ( 
 commute_filter 
 = 
 commute_filter 
 ) 
 # Iterate over all results 
 results 
 = 
 [] 
 request 
 = 
 talent 
 . 
  SearchJobsRequest 
 
 ( 
 parent 
 = 
 parent 
 , 
 request_metadata 
 = 
 request_metadata 
 , 
 job_query 
 = 
 job_query 
 , 
 ) 
 for 
 response_item 
 in 
 client 
 . 
  search_jobs 
 
 ( 
 request 
 = 
 request 
 ) 
 . 
 matching_jobs 
 : 
 print 
 ( 
 f 
 "Job summary: 
 { 
 response_item 
 . 
 job_summary 
 } 
 " 
 ) 
 print 
 ( 
 f 
 "Job title snippet: 
 { 
 response_item 
 . 
 job_title_snippet 
 } 
 " 
 ) 
 job 
 = 
 response_item 
 . 
 job 
 results 
 . 
 append 
 ( 
 job 
 . 
 name 
 ) 
 print 
 ( 
 f 
 "Job name: 
 { 
 job 
 . 
 name 
 } 
 " 
 ) 
 print 
 ( 
 f 
 "Job title: 
 { 
 job 
 . 
 title 
 } 
 " 
 ) 
 return 
 results

    Required fields

    • commuteMethod : The method of transportation used to calculate the commute time. Options are DRIVING , TRANSIT , WALKING and CYCLING transit modes. Walking and cycling routes may not reflect real-world conditions such as construction or include clear walking or cycling paths. These responses include warnings in the returned result which you must display to your users.

    • travelDuration : The maximum travel time in seconds. The maximum allowed value is 3600s (one hour). The format is 123s .

    • startCoordinates : The latitude and longitude of the location from which to calculate the commute time. This field accepts a LatLng object.

    • Either roadTraffic or departureTime : Commute search results are based on historical and aggregated data rather than live traffic conditions. Users receive the same commute search results no matter what time of day they send a query.

      • roadTraffic : Specifies the traffic density to use when calculating commute time. The BUSY_HOUR / TRAFFIC_FREE options are the calculated average traffic conditions at morning rush hour and midnight, respectively. This field must not be present if departureTime is specified.

      • departureTime : The departure hour to use to calculate traffic impact. Accepts an integer between 0 and 23, representing the hour in the timezone of the startLocation . Traffic conditions are calculated from average historical traffic conditions at the specified time of day. This field must not be present if roadTraffic is specified.

    Optional fields

    • allowImpreciseAddresses : "Precise" addresses are defined as either street level addresses or GPS coordinates. If allowImpreciseAddresses is set to true , jobs with "imprecise" addresses (city, state, or country only) might also be returned. For city level and coarser level addresses, the API uses text matching to return results. If this field is set to false or is not specified, only jobs that include precise addresses are returned.
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