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Document AI Warehouse에서 문서 검색

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코드 샘플

Java

자세한 내용은 Document AI Warehouse Java API 참고 문서를 참고하세요.

Document AI Warehouse에 인증하려면 애플리케이션 기본 사용자 인증 정보를 설정합니다. 자세한 내용은 로컬 개발 환경의 인증 설정을 참조하세요. 

import com.google.cloud.contentwarehouse.v1.DocumentQuery;
import com.google.cloud.contentwarehouse.v1.DocumentServiceClient;
import com.google.cloud.contentwarehouse.v1.DocumentServiceClient.SearchDocumentsPagedResponse;
import com.google.cloud.contentwarehouse.v1.DocumentServiceSettings;
import com.google.cloud.contentwarehouse.v1.FileTypeFilter;
import com.google.cloud.contentwarehouse.v1.FileTypeFilter.FileType;
import com.google.cloud.contentwarehouse.v1.LocationName;
import com.google.cloud.contentwarehouse.v1.RequestMetadata;
import com.google.cloud.contentwarehouse.v1.SearchDocumentsRequest;
import com.google.cloud.contentwarehouse.v1.SearchDocumentsResponse.MatchingDocument;
import com.google.cloud.contentwarehouse.v1.UserInfo;
import com.google.cloud.resourcemanager.v3.Project;
import com.google.cloud.resourcemanager.v3.ProjectName;
import com.google.cloud.resourcemanager.v3.ProjectsClient;
import java.io.IOException;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeoutException;

public class SearchDocuments {
  public static void main(String[] args) throws IOException, 
        InterruptedException, ExecutionException, TimeoutException { 
    // TODO(developer): Replace these variables before running the sample.
    String projectId = "your-project-id";
    String location = "your-region"; // Format is "us" or "eu".
    String documentQuery = "your-document-query";
    String userId = "your-user-id"; // Format is user:<user-id>

    searchDocuments(projectId, location, documentQuery, userId);
  }

  // Searches all documents for a given Document Query
  public static void searchDocuments(String projectId, String location,
        String documentQuery, String userId) throws IOException, InterruptedException,
          ExecutionException, TimeoutException { 
    String projectNumber = getProjectNumber(projectId);

    String endpoint = "contentwarehouse.googleapis.com:443";
    if (!"us".equals(location)) {
      endpoint = String.format("%s-%s", location, endpoint);
    }

    DocumentServiceSettings documentServiceSettings = 
             DocumentServiceSettings.newBuilder().setEndpoint(endpoint)
             .build(); 

    /*
     * Create the Document Service Client 
     * Initialize client that will be used to send requests. 
     * This client only needs to be created once, and can be reused for multiple requests. 
     */
    try (DocumentServiceClient documentServiceClient = 
            DocumentServiceClient.create(documentServiceSettings)) {  

      /*
       * The full resource name of the location, e.g.:
       * projects/{project_number}/locations/{location} 
       */
      String parent = LocationName.format(projectNumber, location);

      // Define RequestMetadata object for context of the user making the API call
      RequestMetadata requestMetadata = RequestMetadata.newBuilder()
          .setUserInfo(
          UserInfo.newBuilder()
            .setId(userId)
            .build())
            .build();

      // Set file type for filter to 'DOCUMENT'
      FileType documentFileType = FileType.DOCUMENT;

      // Create a file type filter for documents 
      FileTypeFilter fileTypeFilter = FileTypeFilter.newBuilder()
          .setFileType(documentFileType)
          .build();

      // Create document query to search all documents for text given at input
      DocumentQuery query = DocumentQuery.newBuilder()
          .setQuery(documentQuery)
          .setFileTypeFilter(fileTypeFilter)
          .build();

      /*
       * Create the request to search all documents for specified query. 
       * Please note the offset in this request is to only return the specified number of results 
       * to avoid hitting the API quota. 
       */
      SearchDocumentsRequest searchDocumentsRequest = SearchDocumentsRequest.newBuilder()
          .setParent(parent)
          .setRequestMetadata(requestMetadata)
          .setOffset(5)
          .setDocumentQuery(query)
          .build();

      // Make the call to search documents with document service client and store the response
      SearchDocumentsPagedResponse searchDocumentsPagedResponse = 
          documentServiceClient.searchDocuments(searchDocumentsRequest);

      // Iterate through response and print search results for documents matching the search query
      for (MatchingDocument matchingDocument :
          searchDocumentsPagedResponse.iterateAll()) {
        System.out.println(
            "Display Name: " + matchingDocument.getDocument().getDisplayName()
            + "Document Name: " + matchingDocument.getDocument().getName()
            + "Document Creation Time: " + matchingDocument.getDocument().getCreateTime().toString()
            + "Search Text Snippet: " + matchingDocument.getSearchTextSnippet());
      }
    }
  }

  private static String getProjectNumber(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.
     */
    try (ProjectsClient projectsClient = ProjectsClient.create()) { 
      ProjectName projectName = ProjectName.of(projectId); 
      Project project = projectsClient.getProject(projectName);
      String projectNumber = project.getName(); // Format returned is projects/xxxxxx
      return projectNumber.substring(projectNumber.lastIndexOf("/") + 1);
    } 
  }
}

Node.js

자세한 내용은 Document AI Warehouse Node.js API 참고 문서를 참고하세요.

Document AI Warehouse에 인증하려면 애플리케이션 기본 사용자 인증 정보를 설정합니다. 자세한 내용은 로컬 개발 환경의 인증 설정을 참조하세요. 

/**
 * TODO(developer): Uncomment these variables before running the sample.
 * const projectNumber = 'YOUR_PROJECT_NUMBER';
 * const location = 'YOUR_PROJECT_LOCATION'; // Format is 'us' or 'eu'
 * const userId = 'user:xxx@example.com'; // Format is "user:xxx@example.com"
 * const documentQueryText = 'YOUR_DOCUMENT_QUERY'
 */

// Import from google cloud
const {DocumentServiceClient} = require('@google-cloud/contentwarehouse').v1;

const apiEndpoint =
  location === 'us'
    ? 'contentwarehouse.googleapis.com'
    : `${location}-contentwarehouse.googleapis.com`;

// Create service client
const serviceClient = new DocumentServiceClient({apiEndpoint: apiEndpoint});

// Get Document Schema
async function searchDocuments() {
  // Initialize request argument(s)
  const searchRequest = {
    // The full resource name of the location, e.g.:
    // projects/{project_number}/locations/{location}
    parent: `projects/${projectNumber}/locations/${location}`,

    // Document Text Query
    documentQuery: {
      query: documentQueryText,
      // File Type Filter
      fileTypeFilter: {
        fileType: 'DOCUMENT',
      },
    },

    // Histogram Query
    histogramQueries: [
      {
        histogramQuery: 'count("DocumentSchemaId")',
      },
    ],
    requestMetadata: {userInfo: {id: userId}},
  };

  // Make Request
  const response = serviceClient.searchDocuments(searchRequest);

  // Print out response
  response.then(
    result => console.log(`Document Found: ${JSON.stringify(result)}`),
    error => console.log(`${error}`)
  );
}

Python

자세한 내용은 Document AI Warehouse Python API 참고 문서를 참고하세요.

Document AI Warehouse에 인증하려면 애플리케이션 기본 사용자 인증 정보를 설정합니다. 자세한 내용은 로컬 개발 환경의 인증 설정을 참조하세요. 


from google.cloud import contentwarehouse

# TODO(developer): Uncomment these variables before running the sample.
# project_number = 'YOUR_PROJECT_NUMBER'
# location = 'YOUR_PROJECT_LOCATION' # Format is 'us' or 'eu'
# document_query_text = 'YOUR_DOCUMENT_QUERY'
# user_id = 'user:YOUR_SERVICE_ACCOUNT_ID' # Format is "user:xxxx@example.com"


def search_documents_sample(
    project_number: str, location: str, document_query_text: str, user_id: str
) -> None:
    # Create a client
    client = contentwarehouse.DocumentServiceClient()

    # The full resource name of the location, e.g.:
    # projects/{project_number}/locations/{location}
    parent = client.common_location_path(project=project_number, location=location)

    # File Type Filter
    # Options: DOCUMENT, FOLDER
    file_type_filter = contentwarehouse.FileTypeFilter(
        file_type=contentwarehouse.FileTypeFilter.FileType.DOCUMENT
    )

    # Document Text Query
    document_query = contentwarehouse.DocumentQuery(
        query=document_query_text,
        file_type_filter=file_type_filter,
    )

    # Histogram Query
    histogram_query = contentwarehouse.HistogramQuery(
        histogram_query='count("DocumentSchemaId")'
    )

    request_metadata = contentwarehouse.RequestMetadata(
        user_info=contentwarehouse.UserInfo(id=user_id)
    )

    # Define request
    request = contentwarehouse.SearchDocumentsRequest(
        parent=parent,
        request_metadata=request_metadata,
        document_query=document_query,
        histogram_queries=[histogram_query],
    )

    # Make the request
    response = client.search_documents(request=request)

    # Print search results
    for matching_document in response.matching_documents:
        document = matching_document.document
        # Display name - schema display name.
        # Name.
        # Create date.
        # Snippet - keywords are highlighted with <b> & </b>.
        print(
            f"{document.display_name} - {document.document_schema_name}\n"
            f"{document.name}\n"
            f"{document.create_time}\n"
            f"{matching_document.search_text_snippet}\n"
        )

    # Print histogram
    for histogram_query_result in response.histogram_query_results:
        print(
            f"Histogram Query: {histogram_query_result.histogram_query}\n"
            f"| {'Schema':<70} | {'Count':<15} |"
        )
        for key, value in histogram_query_result.histogram.items():
            print(f"| {key:<70} | {value:<15} |")

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