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# Copyright 2023 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# [START genappbuilder_import_documents]
from typing import Optional
from google.api_core.client_options import ClientOptions
from google.cloud import discoveryengine
# TODO(developer): Uncomment these variables before running the sample.
# project_id = "YOUR_PROJECT_ID"
# location = "YOUR_LOCATION" # Values: "global"
# data_store_id = "YOUR_DATA_STORE_ID"
# Must specify either `gcs_uri` or (`bigquery_dataset` and `bigquery_table`)
# Format: `gs://bucket/directory/object.json` or `gs://bucket/directory/*.json`
# gcs_uri = "YOUR_GCS_PATH"
# bigquery_dataset = "YOUR_BIGQUERY_DATASET"
# bigquery_table = "YOUR_BIGQUERY_TABLE"
def import_documents_sample(
project_id: str,
location: str,
data_store_id: str,
gcs_uri: Optional[str] = None,
bigquery_dataset: Optional[str] = None,
bigquery_table: Optional[str] = None,
) -> str:
# For more information, refer to:
# https://cloud.google.com/generative-ai-app-builder/docs/locations#specify_a_multi-region_for_your_data_store
client_options = (
ClientOptions(api_endpoint=f"{location}-discoveryengine.googleapis.com")
if location != "global"
else None
)
# Create a client
client = discoveryengine.DocumentServiceClient(client_options=client_options)
# The full resource name of the search engine branch.
# e.g. projects/{project}/locations/{location}/dataStores/{data_store_id}/branches/{branch}
parent = client.branch_path(
project=project_id,
location=location,
data_store=data_store_id,
branch="default_branch",
)
if gcs_uri:
request = discoveryengine.ImportDocumentsRequest(
parent=parent,
gcs_source=discoveryengine.GcsSource(
input_uris=[gcs_uri], data_schema="custom"
),
# Options: `FULL`, `INCREMENTAL`
reconciliation_mode=discoveryengine.ImportDocumentsRequest.ReconciliationMode.INCREMENTAL,
)
else:
request = discoveryengine.ImportDocumentsRequest(
parent=parent,
bigquery_source=discoveryengine.BigQuerySource(
project_id=project_id,
dataset_id=bigquery_dataset,
table_id=bigquery_table,
data_schema="custom",
),
# Options: `FULL`, `INCREMENTAL`
reconciliation_mode=discoveryengine.ImportDocumentsRequest.ReconciliationMode.INCREMENTAL,
)
# Make the request
operation = client.import_documents(request=request)
print(f"Waiting for operation to complete: {operation.operation.name}")
response = operation.result()
# Once the operation is complete,
# get information from operation metadata
metadata = discoveryengine.ImportDocumentsMetadata(operation.metadata)
# Handle the response
print(response)
print(metadata)
return operation.operation.name
# [END genappbuilder_import_documents]