Source code for dialogflow_v2beta1.gapic.intents_client

# -*- coding: utf-8 -*-
#
# Copyright 2019 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
#
#     https://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.
"""Accesses the google.cloud.dialogflow.v2beta1 Intents API."""

import functools
import pkg_resources
import warnings

from google.oauth2 import service_account
import google.api_core.gapic_v1.client_info
import google.api_core.gapic_v1.config
import google.api_core.gapic_v1.method
import google.api_core.gapic_v1.routing_header
import google.api_core.grpc_helpers
import google.api_core.operation
import google.api_core.operations_v1
import google.api_core.page_iterator
import google.api_core.path_template
import google.api_core.protobuf_helpers
import grpc

from dialogflow_v2beta1.gapic import enums
from dialogflow_v2beta1.gapic import intents_client_config
from dialogflow_v2beta1.gapic.transports import intents_grpc_transport
from dialogflow_v2beta1.proto import agent_pb2
from dialogflow_v2beta1.proto import agent_pb2_grpc
from dialogflow_v2beta1.proto import context_pb2
from dialogflow_v2beta1.proto import context_pb2_grpc
from dialogflow_v2beta1.proto import document_pb2
from dialogflow_v2beta1.proto import document_pb2_grpc
from dialogflow_v2beta1.proto import entity_type_pb2
from dialogflow_v2beta1.proto import entity_type_pb2_grpc
from dialogflow_v2beta1.proto import intent_pb2
from dialogflow_v2beta1.proto import intent_pb2_grpc
from google.longrunning import operations_pb2
from google.protobuf import empty_pb2
from google.protobuf import field_mask_pb2
from google.protobuf import struct_pb2

_GAPIC_LIBRARY_VERSION = pkg_resources.get_distribution(
    'dialogflow', ).version


class IntentsClient(object):
    """
    An intent represents a mapping between input from a user and an action
    to be taken by your application. When you pass user input to the
    ``DetectIntent`` (or ``StreamingDetectIntent``) method, the Dialogflow
    API analyzes the input and searches for a matching intent. If no match
    is found, the Dialogflow API returns a fallback intent (``is_fallback``
    = true).

    You can provide additional information for the Dialogflow API to use to
    match user input to an intent by adding the following to your intent.

    -  **Contexts** - provide additional context for intent analysis. For
       example, if an intent is related to an object in your application
       that plays music, you can provide a context to determine when to
       match the intent if the user input is "turn it off". You can include
       a context that matches the intent when there is previous user input
       of "play music", and not when there is previous user input of "turn
       on the light".

    -  **Events** - allow for matching an intent by using an event name
       instead of user input. Your application can provide an event name and
       related parameters to the Dialogflow API to match an intent. For
       example, when your application starts, you can send a welcome event
       with a user name parameter to the Dialogflow API to match an intent
       with a personalized welcome message for the user.

    -  **Training phrases** - provide examples of user input to train the
       Dialogflow API agent to better match intents.

    For more information about intents, see the `Dialogflow
    documentation <https://cloud.google.com/dialogflow-enterprise/docs/intents-overview>`__.
    """

    SERVICE_ADDRESS = 'dialogflow.googleapis.com:443'
    """The default address of the service."""

    # The name of the interface for this client. This is the key used to
    # find the method configuration in the client_config dictionary.
    _INTERFACE_NAME = 'google.cloud.dialogflow.v2beta1.Intents'

[docs] @classmethod def from_service_account_file(cls, filename, *args, **kwargs): """Creates an instance of this client using the provided credentials file. Args: filename (str): The path to the service account private key json file. args: Additional arguments to pass to the constructor. kwargs: Additional arguments to pass to the constructor. Returns: dialogflow_v2beta1.IntentsClient: The constructed client. """ credentials = service_account.Credentials.from_service_account_file( filename) kwargs['credentials'] = credentials return cls(*args, **kwargs)
from_service_account_json = from_service_account_file
[docs] @classmethod def intent_path(cls, project, intent): """Return a fully-qualified intent string.""" return google.api_core.path_template.expand( 'projects/{project}/agent/intents/{intent}', project=project, intent=intent, )
[docs] @classmethod def project_agent_path(cls, project): """Return a fully-qualified project_agent string.""" return google.api_core.path_template.expand( 'projects/{project}/agent', project=project, )
def __init__(self, transport=None, channel=None, credentials=None, client_config=None, client_info=None): """Constructor. Args: transport (Union[~.IntentsGrpcTransport, Callable[[~.Credentials, type], ~.IntentsGrpcTransport]): A transport instance, responsible for actually making the API calls. The default transport uses the gRPC protocol. This argument may also be a callable which returns a transport instance. Callables will be sent the credentials as the first argument and the default transport class as the second argument. channel (grpc.Channel): DEPRECATED. A ``Channel`` instance through which to make calls. This argument is mutually exclusive with ``credentials``; providing both will raise an exception. credentials (google.auth.credentials.Credentials): The authorization credentials to attach to requests. These credentials identify this application to the service. If none are specified, the client will attempt to ascertain the credentials from the environment. This argument is mutually exclusive with providing a transport instance to ``transport``; doing so will raise an exception. client_config (dict): DEPRECATED. A dictionary of call options for each method. If not specified, the default configuration is used. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you're developing your own client library. """ # Raise deprecation warnings for things we want to go away. if client_config is not None: warnings.warn('The `client_config` argument is deprecated.', PendingDeprecationWarning, stacklevel=2) else: client_config = intents_client_config.config if channel: warnings.warn( 'The `channel` argument is deprecated; use ' '`transport` instead.', PendingDeprecationWarning, stacklevel=2) # Instantiate the transport. # The transport is responsible for handling serialization and # deserialization and actually sending data to the service. if transport: if callable(transport): self.transport = transport( credentials=credentials, default_class=intents_grpc_transport.IntentsGrpcTransport, ) else: if credentials: raise ValueError( 'Received both a transport instance and ' 'credentials; these are mutually exclusive.') self.transport = transport else: self.transport = intents_grpc_transport.IntentsGrpcTransport( address=self.SERVICE_ADDRESS, channel=channel, credentials=credentials, ) if client_info is None: client_info = google.api_core.gapic_v1.client_info.ClientInfo( gapic_version=_GAPIC_LIBRARY_VERSION, ) else: client_info.gapic_version = _GAPIC_LIBRARY_VERSION self._client_info = client_info # Parse out the default settings for retry and timeout for each RPC # from the client configuration. # (Ordinarily, these are the defaults specified in the `*_config.py` # file next to this one.) self._method_configs = google.api_core.gapic_v1.config.parse_method_configs( client_config['interfaces'][self._INTERFACE_NAME], ) # Save a dictionary of cached API call functions. # These are the actual callables which invoke the proper # transport methods, wrapped with `wrap_method` to add retry, # timeout, and the like. self._inner_api_calls = {} # Service calls
[docs] def list_intents(self, parent, language_code=None, intent_view=None, page_size=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Returns the list of all intents in the specified agent. Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> parent = client.project_agent_path('[PROJECT]') >>> >>> # Iterate over all results >>> for element in client.list_intents(parent): ... # process element ... pass >>> >>> >>> # Alternatively: >>> >>> # Iterate over results one page at a time >>> for page in client.list_intents(parent).pages: ... for element in page: ... # process element ... pass Args: parent (str): Required. The agent to list all intents from. Format: ``projects/<Project ID>/agent``. language_code (str): Optional. The language to list training phrases, parameters and rich messages for. If not specified, the agent's default language is used. `Many languages <https://cloud.google.com/dialogflow-enterprise/docs/reference/language>`__ are supported. Note: languages must be enabled in the agent before they can be used. intent_view (~google.cloud.dialogflow_v2beta1.types.IntentView): Optional. The resource view to apply to the returned intent. page_size (int): The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.gax.PageIterator` instance. By default, this is an iterable of :class:`~google.cloud.dialogflow_v2beta1.types.Intent` instances. This object can also be configured to iterate over the pages of the response through the `options` parameter. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'list_intents' not in self._inner_api_calls: self._inner_api_calls[ 'list_intents'] = google.api_core.gapic_v1.method.wrap_method( self.transport.list_intents, default_retry=self._method_configs['ListIntents'].retry, default_timeout=self._method_configs['ListIntents']. timeout, client_info=self._client_info, ) request = intent_pb2.ListIntentsRequest( parent=parent, language_code=language_code, intent_view=intent_view, page_size=page_size, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('parent', parent)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) iterator = google.api_core.page_iterator.GRPCIterator( client=None, method=functools.partial(self._inner_api_calls['list_intents'], retry=retry, timeout=timeout, metadata=metadata), request=request, items_field='intents', request_token_field='page_token', response_token_field='next_page_token', ) return iterator
[docs] def get_intent(self, name, language_code=None, intent_view=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Retrieves the specified intent. Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> name = client.intent_path('[PROJECT]', '[INTENT]') >>> >>> response = client.get_intent(name) Args: name (str): Required. The name of the intent. Format: ``projects/<Project ID>/agent/intents/<Intent ID>``. language_code (str): Optional. The language to retrieve training phrases, parameters and rich messages for. If not specified, the agent's default language is used. `Many languages <https://cloud.google.com/dialogflow-enterprise/docs/reference/language>`__ are supported. Note: languages must be enabled in the agent before they can be used. intent_view (~google.cloud.dialogflow_v2beta1.types.IntentView): Optional. The resource view to apply to the returned intent. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.dialogflow_v2beta1.types.Intent` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'get_intent' not in self._inner_api_calls: self._inner_api_calls[ 'get_intent'] = google.api_core.gapic_v1.method.wrap_method( self.transport.get_intent, default_retry=self._method_configs['GetIntent'].retry, default_timeout=self._method_configs['GetIntent'].timeout, client_info=self._client_info, ) request = intent_pb2.GetIntentRequest( name=name, language_code=language_code, intent_view=intent_view, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('name', name)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) return self._inner_api_calls['get_intent'](request, retry=retry, timeout=timeout, metadata=metadata)
[docs] def create_intent(self, parent, intent, language_code=None, intent_view=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Creates an intent in the specified agent. Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> parent = client.project_agent_path('[PROJECT]') >>> >>> # TODO: Initialize `intent`: >>> intent = {} >>> >>> response = client.create_intent(parent, intent) Args: parent (str): Required. The agent to create a intent for. Format: ``projects/<Project ID>/agent``. intent (Union[dict, ~google.cloud.dialogflow_v2beta1.types.Intent]): Required. The intent to create. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.Intent` language_code (str): Optional. The language of training phrases, parameters and rich messages defined in ``intent``. If not specified, the agent's default language is used. `Many languages <https://cloud.google.com/dialogflow-enterprise/docs/reference/language>`__ are supported. Note: languages must be enabled in the agent before they can be used. intent_view (~google.cloud.dialogflow_v2beta1.types.IntentView): Optional. The resource view to apply to the returned intent. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.dialogflow_v2beta1.types.Intent` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'create_intent' not in self._inner_api_calls: self._inner_api_calls[ 'create_intent'] = google.api_core.gapic_v1.method.wrap_method( self.transport.create_intent, default_retry=self._method_configs['CreateIntent'].retry, default_timeout=self._method_configs['CreateIntent']. timeout, client_info=self._client_info, ) request = intent_pb2.CreateIntentRequest( parent=parent, intent=intent, language_code=language_code, intent_view=intent_view, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('parent', parent)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) return self._inner_api_calls['create_intent'](request, retry=retry, timeout=timeout, metadata=metadata)
[docs] def update_intent(self, intent, language_code, update_mask=None, intent_view=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Updates the specified intent. Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> # TODO: Initialize `intent`: >>> intent = {} >>> >>> # TODO: Initialize `language_code`: >>> language_code = '' >>> >>> response = client.update_intent(intent, language_code) Args: intent (Union[dict, ~google.cloud.dialogflow_v2beta1.types.Intent]): Required. The intent to update. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.Intent` language_code (str): Optional. The language of training phrases, parameters and rich messages defined in ``intent``. If not specified, the agent's default language is used. `Many languages <https://cloud.google.com/dialogflow-enterprise/docs/reference/language>`__ are supported. Note: languages must be enabled in the agent before they can be used. update_mask (Union[dict, ~google.cloud.dialogflow_v2beta1.types.FieldMask]): Optional. The mask to control which fields get updated. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.FieldMask` intent_view (~google.cloud.dialogflow_v2beta1.types.IntentView): Optional. The resource view to apply to the returned intent. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.dialogflow_v2beta1.types.Intent` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'update_intent' not in self._inner_api_calls: self._inner_api_calls[ 'update_intent'] = google.api_core.gapic_v1.method.wrap_method( self.transport.update_intent, default_retry=self._method_configs['UpdateIntent'].retry, default_timeout=self._method_configs['UpdateIntent']. timeout, client_info=self._client_info, ) request = intent_pb2.UpdateIntentRequest( intent=intent, language_code=language_code, update_mask=update_mask, intent_view=intent_view, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('intent.name', intent.name)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) return self._inner_api_calls['update_intent'](request, retry=retry, timeout=timeout, metadata=metadata)
[docs] def delete_intent(self, name, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Deletes the specified intent and its direct or indirect followup intents. Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> name = client.intent_path('[PROJECT]', '[INTENT]') >>> >>> client.delete_intent(name) Args: name (str): Required. The name of the intent to delete. If this intent has direct or indirect followup intents, we also delete them. Format: ``projects/<Project ID>/agent/intents/<Intent ID>``. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'delete_intent' not in self._inner_api_calls: self._inner_api_calls[ 'delete_intent'] = google.api_core.gapic_v1.method.wrap_method( self.transport.delete_intent, default_retry=self._method_configs['DeleteIntent'].retry, default_timeout=self._method_configs['DeleteIntent']. timeout, client_info=self._client_info, ) request = intent_pb2.DeleteIntentRequest(name=name, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('name', name)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) self._inner_api_calls['delete_intent'](request, retry=retry, timeout=timeout, metadata=metadata)
[docs] def batch_update_intents(self, parent, language_code, intent_batch_uri=None, intent_batch_inline=None, update_mask=None, intent_view=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Updates/Creates multiple intents in the specified agent. Operation <response: ``BatchUpdateIntentsResponse``> Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> parent = client.project_agent_path('[PROJECT]') >>> >>> # TODO: Initialize `language_code`: >>> language_code = '' >>> >>> response = client.batch_update_intents(parent, language_code) >>> >>> def callback(operation_future): ... # Handle result. ... result = operation_future.result() >>> >>> response.add_done_callback(callback) >>> >>> # Handle metadata. >>> metadata = response.metadata() Args: parent (str): Required. The name of the agent to update or create intents in. Format: ``projects/<Project ID>/agent``. language_code (str): Optional. The language of training phrases, parameters and rich messages defined in ``intents``. If not specified, the agent's default language is used. `Many languages <https://cloud.google.com/dialogflow-enterprise/docs/reference/language>`__ are supported. Note: languages must be enabled in the agent before they can be used. intent_batch_uri (str): The URI to a Google Cloud Storage file containing intents to update or create. The file format can either be a serialized proto (of IntentBatch type) or JSON object. Note: The URI must start with "gs://". intent_batch_inline (Union[dict, ~google.cloud.dialogflow_v2beta1.types.IntentBatch]): The collection of intents to update or create. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.IntentBatch` update_mask (Union[dict, ~google.cloud.dialogflow_v2beta1.types.FieldMask]): Optional. The mask to control which fields get updated. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.FieldMask` intent_view (~google.cloud.dialogflow_v2beta1.types.IntentView): Optional. The resource view to apply to the returned intent. retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.dialogflow_v2beta1.types._OperationFuture` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'batch_update_intents' not in self._inner_api_calls: self._inner_api_calls[ 'batch_update_intents'] = google.api_core.gapic_v1.method.wrap_method( self.transport.batch_update_intents, default_retry=self._method_configs['BatchUpdateIntents']. retry, default_timeout=self._method_configs['BatchUpdateIntents']. timeout, client_info=self._client_info, ) # Sanity check: We have some fields which are mutually exclusive; # raise ValueError if more than one is sent. google.api_core.protobuf_helpers.check_oneof( intent_batch_uri=intent_batch_uri, intent_batch_inline=intent_batch_inline, ) request = intent_pb2.BatchUpdateIntentsRequest( parent=parent, language_code=language_code, intent_batch_uri=intent_batch_uri, intent_batch_inline=intent_batch_inline, update_mask=update_mask, intent_view=intent_view, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('parent', parent)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) operation = self._inner_api_calls['batch_update_intents']( request, retry=retry, timeout=timeout, metadata=metadata) return google.api_core.operation.from_gapic( operation, self.transport._operations_client, intent_pb2.BatchUpdateIntentsResponse, metadata_type=struct_pb2.Struct, )
[docs] def batch_delete_intents(self, parent, intents, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None): """ Deletes intents in the specified agent. Operation <response: ``google.protobuf.Empty``> Example: >>> import dialogflow_v2beta1 >>> >>> client = dialogflow_v2beta1.IntentsClient() >>> >>> parent = client.project_agent_path('[PROJECT]') >>> >>> # TODO: Initialize `intents`: >>> intents = [] >>> >>> response = client.batch_delete_intents(parent, intents) >>> >>> def callback(operation_future): ... # Handle result. ... result = operation_future.result() >>> >>> response.add_done_callback(callback) >>> >>> # Handle metadata. >>> metadata = response.metadata() Args: parent (str): Required. The name of the agent to delete all entities types for. Format: ``projects/<Project ID>/agent``. intents (list[Union[dict, ~google.cloud.dialogflow_v2beta1.types.Intent]]): Required. The collection of intents to delete. Only intent ``name`` must be filled in. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.dialogflow_v2beta1.types.Intent` retry (Optional[google.api_core.retry.Retry]): A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]): The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]): Additional metadata that is provided to the method. Returns: A :class:`~google.cloud.dialogflow_v2beta1.types._OperationFuture` instance. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """ # Wrap the transport method to add retry and timeout logic. if 'batch_delete_intents' not in self._inner_api_calls: self._inner_api_calls[ 'batch_delete_intents'] = google.api_core.gapic_v1.method.wrap_method( self.transport.batch_delete_intents, default_retry=self._method_configs['BatchDeleteIntents']. retry, default_timeout=self._method_configs['BatchDeleteIntents']. timeout, client_info=self._client_info, ) request = intent_pb2.BatchDeleteIntentsRequest( parent=parent, intents=intents, ) if metadata is None: metadata = [] metadata = list(metadata) try: routing_header = [('parent', parent)] except AttributeError: pass else: routing_metadata = google.api_core.gapic_v1.routing_header.to_grpc_metadata( routing_header) metadata.append(routing_metadata) operation = self._inner_api_calls['batch_delete_intents']( request, retry=retry, timeout=timeout, metadata=metadata) return google.api_core.operation.from_gapic( operation, self.transport._operations_client, empty_pb2.Empty, metadata_type=struct_pb2.Struct, )