将发现结果流式传输到 BigQuery 进行分析

import com.google.cloud.securitycenter.v1.BigQueryExport;
import com.google.cloud.securitycenter.v1.CreateBigQueryExportRequest;
import com.google.cloud.securitycenter.v1.SecurityCenterClient;
import java.io.IOException;
import java.util.UUID;

public class CreateBigQueryExport {

  public static void main(String[] args) throws IOException {
    // TODO(Developer): Modify the following variable values.

    // parent: Use any one of the following resource paths:
    //              - organizations/{organization_id}
    //              - folders/{folder_id}
    //              - projects/{project_id}
    String parent = String.format("projects/%s", "your-google-cloud-project-id");

    // filter: Expression that defines the filter to apply across create/update events of findings.
    String filter =
        "severity=\"LOW\" OR severity=\"MEDIUM\" AND "
            + "category=\"Persistence: IAM Anomalous Grant\" AND "
            + "-resource.type:\"compute\"";

    // bigQueryDatasetId: The BigQuery dataset to write findings' updates to.
    String bigQueryDatasetId = "your-bigquery-dataset-id";

    // bigQueryExportId: Unique identifier provided by the client.
    // For more info, see:
    // https://cloud.google.com/security-command-center/docs/how-to-analyze-findings-in-big-query#export_findings_from_to
    String bigQueryExportId = "default-" + UUID.randomUUID().toString().split("-")[0];

    createBigQueryExport(parent, filter, bigQueryDatasetId, bigQueryExportId);
  }

  // Create export configuration to export findings from a project to a BigQuery dataset.
  // Optionally specify filter to export certain findings only.
  public static void createBigQueryExport(
      String parent, String filter, String bigQueryDatasetId, String bigQueryExportId)
      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 (SecurityCenterClient client = SecurityCenterClient.create()) {

      // Create the BigQuery export configuration.
      BigQueryExport bigQueryExport =
          BigQueryExport.newBuilder()
              .setDescription(
                  "Export low and medium findings if the compute resource "
                      + "has an IAM anomalous grant")
              .setFilter(filter)
              .setDataset(String.format("%s/datasets/%s", parent, bigQueryDatasetId))
              .build();

      CreateBigQueryExportRequest bigQueryExportRequest =
          CreateBigQueryExportRequest.newBuilder()
              .setParent(parent)
              .setBigQueryExport(bigQueryExport)
              .setBigQueryExportId(bigQueryExportId)
              .build();

      // Create the export request.
      BigQueryExport response = client.createBigQueryExport(bigQueryExportRequest);

      System.out.printf("BigQuery export request created successfully: %s\n", response.getName());
    }
  }
}

def create_bigquery_export(
    parent: str, export_filter: str, bigquery_dataset_id: str, bigquery_export_id: str
):
    from google.cloud import securitycenter

    """
    Create export configuration to export findings from a project to a BigQuery dataset.
    Optionally specify filter to export certain findings only.

    Args:
        parent: Use any one of the following resource paths:
             - organizations/{organization_id}
             - folders/{folder_id}
             - projects/{project_id}
        export_filter: Expression that defines the filter to apply across create/update events of findings.
        bigquery_dataset_id: The BigQuery dataset to write findings' updates to.
        bigquery_export_id: Unique identifier provided by the client.
             - example id: f"default-{str(uuid.uuid4()).split('-')[0]}"
        For more info, see:
        https://cloud.google.com/security-command-center/docs/how-to-analyze-findings-in-big-query#export_findings_from_to
    """
    client = securitycenter.SecurityCenterClient()

    # Create the BigQuery export configuration.
    bigquery_export = securitycenter.BigQueryExport()
    bigquery_export.description = "Export low and medium findings if the compute resource has an IAM anomalous grant"
    bigquery_export.filter = export_filter
    bigquery_export.dataset = f"{parent}/datasets/{bigquery_dataset_id}"

    request = securitycenter.CreateBigQueryExportRequest()
    request.parent = parent
    request.big_query_export = bigquery_export
    request.big_query_export_id = bigquery_export_id

    # Create the export request.
    response = client.create_big_query_export(request)

    print(f"BigQuery export request created successfully: {response.name}\n")

import com.google.cloud.securitycenter.v1.BigQueryExport;
import com.google.cloud.securitycenter.v1.GetBigQueryExportRequest;
import com.google.cloud.securitycenter.v1.SecurityCenterClient;
import java.io.IOException;

public class GetBigQueryExport {

  public static void main(String[] args) throws IOException {
    // TODO(Developer): Modify the following variable values.

    // parent: Use any one of the following resource paths:
    //              - organizations/{organization_id}
    //              - folders/{folder_id}
    //              - projects/{project_id}
    String parent = String.format("projects/%s", "your-google-cloud-project-id");

    // bigQueryExportId: Unique identifier that is used to identify the export.
    String bigQueryExportId = "export-id";

    getBigQueryExport(parent, bigQueryExportId);
  }

  // Retrieve an existing BigQuery export.
  public static void getBigQueryExport(String parent, String bigQueryExportId) 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 (SecurityCenterClient client = SecurityCenterClient.create()) {

      GetBigQueryExportRequest bigQueryExportRequest =
          GetBigQueryExportRequest.newBuilder()
              .setName(String.format("%s/bigQueryExports/%s", parent, bigQueryExportId))
              .build();

      BigQueryExport response = client.getBigQueryExport(bigQueryExportRequest);
      System.out.printf("Retrieved the BigQuery export: %s", response.getName());
    }
  }
}

def get_bigquery_export(parent: str, bigquery_export_id: str):
    from google.cloud import securitycenter

    """
    Retrieve an existing BigQuery export.
    Args:
        parent: Use any one of the following resource paths:
                 - organizations/{organization_id}
                 - folders/{folder_id}
                 - projects/{project_id}
        bigquery_export_id: Unique identifier that is used to identify the export.
    """

    client = securitycenter.SecurityCenterClient()

    request = securitycenter.GetBigQueryExportRequest()
    request.name = f"{parent}/bigQueryExports/{bigquery_export_id}"

    response = client.get_big_query_export(request)
    print(f"Retrieved the BigQuery export: {response.name}")

import com.google.cloud.securitycenter.v1.BigQueryExport;
import com.google.cloud.securitycenter.v1.SecurityCenterClient;
import com.google.cloud.securitycenter.v1.UpdateBigQueryExportRequest;
import com.google.protobuf.FieldMask;
import java.io.IOException;

public class UpdateBigQueryExport {

  public static void main(String[] args) throws IOException {
    // TODO(Developer): Modify the following variable values.

    // parent: Use any one of the following resource paths:
    //              - organizations/{organization_id}
    //              - folders/{folder_id}
    //              - projects/{project_id}
    String parent = String.format("projects/%s", "your-google-cloud-project-id");

    // filter: Expression that defines the filter to apply across create/update events of findings.
    String filter =
        "severity=\"LOW\" OR severity=\"MEDIUM\" AND "
            + "category=\"Persistence: IAM Anomalous Grant\" AND "
            + "-resource.type:\"compute\"";

    // bigQueryExportId: Unique identifier provided by the client.
    // For more info, see:
    // https://cloud.google.com/security-command-center/docs/how-to-analyze-findings-in-big-query#export_findings_from_to
    String bigQueryExportId = "big-query-export-id";

    updateBigQueryExport(parent, filter, bigQueryExportId);
  }

  // Updates an existing BigQuery export.
  public static void updateBigQueryExport(String parent, String filter, String bigQueryExportId)
      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 (SecurityCenterClient client = SecurityCenterClient.create()) {

      //  Set the new values for export configuration.
      BigQueryExport bigQueryExport =
          BigQueryExport.newBuilder()
              .setName(String.format("%s/bigQueryExports/%s", parent, bigQueryExportId))
              .setFilter(filter)
              .build();

      UpdateBigQueryExportRequest request =
          UpdateBigQueryExportRequest.newBuilder()
              .setBigQueryExport(bigQueryExport)
              // Set the update mask to specify which properties should be updated.
              // If empty, all mutable fields will be updated.
              // For more info on constructing field mask path, see the proto or:
              // https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.FieldMask
              .setUpdateMask(FieldMask.newBuilder().addPaths("filter").build())
              .build();

      BigQueryExport response = client.updateBigQueryExport(request);
      if (!response.getFilter().equalsIgnoreCase(filter)) {
        System.out.println("Failed to update BigQueryExport!");
        return;
      }
      System.out.println("BigQueryExport updated successfully!");
    }
  }
}

def update_bigquery_export(parent: str, export_filter: str, bigquery_export_id: str):
    """
    Updates an existing BigQuery export.
    Args:
        parent: Use any one of the following resource paths:
                 - organizations/{organization_id}
                 - folders/{folder_id}
                 - projects/{project_id}
        export_filter: Expression that defines the filter to apply across create/update events of findings.
        bigquery_export_id: Unique identifier provided by the client.
        For more info, see:
        https://cloud.google.com/security-command-center/docs/how-to-analyze-findings-in-big-query#export_findings_from_to
    """
    from google.cloud import securitycenter
    from google.protobuf import field_mask_pb2

    client = securitycenter.SecurityCenterClient()

    # Set the new values for export configuration.
    bigquery_export = securitycenter.BigQueryExport()
    bigquery_export.name = f"{parent}/bigQueryExports/{bigquery_export_id}"
    bigquery_export.filter = export_filter

    # Field mask to only update the export filter.
    # Set the update mask to specify which properties should be updated.
    # If empty, all mutable fields will be updated.
    # For more info on constructing field mask path, see the proto or:
    # https://googleapis.dev/python/protobuf/latest/google/protobuf/field_mask_pb2.html
    field_mask = field_mask_pb2.FieldMask(paths=["filter"])

    request = securitycenter.UpdateBigQueryExportRequest()
    request.big_query_export = bigquery_export
    request.update_mask = field_mask

    response = client.update_big_query_export(request)

    if response.filter != export_filter:
        print("Failed to update BigQueryExport!")
        return
    print("BigQueryExport updated successfully!")

import com.google.cloud.securitycenter.v1.BigQueryExport;
import com.google.cloud.securitycenter.v1.ListBigQueryExportsRequest;
import com.google.cloud.securitycenter.v1.SecurityCenterClient;
import com.google.cloud.securitycenter.v1.SecurityCenterClient.ListBigQueryExportsPagedResponse;
import java.io.IOException;

public class ListBigQueryExports {

  public static void main(String[] args) throws IOException {
    // TODO(Developer): Modify the following variable values.

    // parent: The parent, which owns the collection of BigQuery exports.
    //         Use any one of the following resource paths:
    //              - organizations/{organization_id}
    //              - folders/{folder_id}
    //              - projects/{project_id}
    String parent = String.format("projects/%s", "your-google-cloud-project-id");

    listBigQueryExports(parent);
  }

  // List BigQuery exports in the given parent.
  public static void listBigQueryExports(String parent) 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 (SecurityCenterClient client = SecurityCenterClient.create()) {

      ListBigQueryExportsRequest request =
          ListBigQueryExportsRequest.newBuilder().setParent(parent).build();

      ListBigQueryExportsPagedResponse response = client.listBigQueryExports(request);

      System.out.println("Listing BigQuery exports:");
      for (BigQueryExport bigQueryExport : response.iterateAll()) {
        System.out.println(bigQueryExport.getName());
      }
    }
  }
}

def list_bigquery_exports(parent: str):
    from google.cloud import securitycenter

    """
    List BigQuery exports in the given parent.
    Args:
         parent: The parent which owns the collection of BigQuery exports.
             Use any one of the following resource paths:
                 - organizations/{organization_id}
                 - folders/{folder_id}
                 - projects/{project_id}
    """

    client = securitycenter.SecurityCenterClient()

    request = securitycenter.ListBigQueryExportsRequest()
    request.parent = parent

    response = client.list_big_query_exports(request)

    print("Listing BigQuery exports:")
    for bigquery_export in response:
        print(bigquery_export.name)

import com.google.cloud.securitycenter.v1.DeleteBigQueryExportRequest;
import com.google.cloud.securitycenter.v1.SecurityCenterClient;
import java.io.IOException;

public class DeleteBigQueryExport {

  public static void main(String[] args) throws IOException {
    // TODO(Developer): Modify the following variable values.

    // parent: Use any one of the following resource paths:
    //              - organizations/{organization_id}
    //              - folders/{folder_id}
    //              - projects/{project_id}
    String parent = String.format("projects/%s", "your-google-cloud-project-id");

    // bigQueryExportId: Unique identifier that is used to identify the export.
    String bigQueryExportId = "export-id";

    deleteBigQueryExport(parent, bigQueryExportId);
  }

  // Delete an existing BigQuery export.
  public static void deleteBigQueryExport(String parent, String bigQueryExportId)
      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 (SecurityCenterClient client = SecurityCenterClient.create()) {

      DeleteBigQueryExportRequest bigQueryExportRequest =
          DeleteBigQueryExportRequest.newBuilder()
              .setName(String.format("%s/bigQueryExports/%s", parent, bigQueryExportId))
              .build();

      client.deleteBigQueryExport(bigQueryExportRequest);
      System.out.printf("BigQuery export request deleted successfully: %s", bigQueryExportId);
    }
  }
}

def delete_bigquery_export(parent: str, bigquery_export_id: str):
    """
    Delete an existing BigQuery export.
    Args:
        parent: Use any one of the following resource paths:
                 - organizations/{organization_id}
                 - folders/{folder_id}
                 - projects/{project_id}
        bigquery_export_id: Unique identifier that is used to identify the export.
    """
    from google.cloud import securitycenter

    client = securitycenter.SecurityCenterClient()

    request = securitycenter.DeleteBigQueryExportRequest()
    request.name = f"{parent}/bigQueryExports/{bigquery_export_id}"

    client.delete_big_query_export(request)
    print(f"BigQuery export request deleted successfully: {bigquery_export_id}")