feat: add text extraction health care option in create model

docs/automl_v1beta1/services.rst

@@ -7,6 +7,6 @@ Services for Google Cloud Automl v1beta1 API
 .. automodule:: google.cloud.automl_v1beta1.services.prediction_service
     :members:
     :inherited-members:
-.. automodule:: google.cloud.automl_v1beta1.services.tables
-    :members:
+.. automodule:: google.cloud.automl_v1beta1.services.tables	
+    :members:	
     :inherited-members:

google/cloud/automl_v1/__init__.py

@@ -104,6 +104,7 @@
 __all__ = (
     "AnnotationPayload",
     "AnnotationSpec",
+    "AutoMlClient",
     "BatchPredictInputConfig",
     "BatchPredictOperationMetadata",
     "BatchPredictOutputConfig",
@@ -164,7 +165,6 @@
     "OutputConfig",
     "PredictRequest",
     "PredictResponse",
-    "PredictionServiceClient",
     "TextClassificationDatasetMetadata",
     "TextClassificationModelMetadata",
     "TextExtractionAnnotation",
@@ -185,5 +185,5 @@
     "UndeployModelRequest",
     "UpdateDatasetRequest",
     "UpdateModelRequest",
-    "AutoMlClient",
+    "PredictionServiceClient",
 )

google/cloud/automl_v1/services/auto_ml/async_client.py

@@ -28,8 +28,8 @@
 from google.auth import credentials  # type: ignore
 from google.oauth2 import service_account  # type: ignore
 
-from google.api_core import operation
-from google.api_core import operation_async
+from google.api_core import operation  # type: ignore
+from google.api_core import operation_async  # type: ignore
 from google.cloud.automl_v1.services.auto_ml import pagers
 from google.cloud.automl_v1.types import annotation_spec
 from google.cloud.automl_v1.types import classification
@@ -79,9 +79,10 @@ class AutoMlAsyncClient:
     DEFAULT_ENDPOINT = AutoMlClient.DEFAULT_ENDPOINT
     DEFAULT_MTLS_ENDPOINT = AutoMlClient.DEFAULT_MTLS_ENDPOINT
 
-    model_path = staticmethod(AutoMlClient.model_path)
-
     dataset_path = staticmethod(AutoMlClient.dataset_path)
+    parse_dataset_path = staticmethod(AutoMlClient.parse_dataset_path)
+    model_path = staticmethod(AutoMlClient.model_path)
+    parse_model_path = staticmethod(AutoMlClient.parse_model_path)
 
     from_service_account_file = AutoMlClient.from_service_account_file
     from_service_account_json = from_service_account_file
@@ -112,16 +113,19 @@ def __init__(
             client_options (ClientOptions): Custom options for the client. It
                 won't take effect if a ``transport`` instance is provided.
                 (1) The ``api_endpoint`` property can be used to override the
-                default endpoint provided by the client. GOOGLE_API_USE_MTLS
+                default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT
                 environment variable can also be used to override the endpoint:
                 "always" (always use the default mTLS endpoint), "never" (always
-                use the default regular endpoint, this is the default value for
-                the environment variable) and "auto" (auto switch to the default
-                mTLS endpoint if client SSL credentials is present). However,
-                the ``api_endpoint`` property takes precedence if provided.
-                (2) The ``client_cert_source`` property is used to provide client
-                SSL credentials for mutual TLS transport. If not provided, the
-                default SSL credentials will be used if present.
+                use the default regular endpoint) and "auto" (auto switch to the
+                default mTLS endpoint if client certificate is present, this is
+                the default value). However, the ``api_endpoint`` property takes
+                precedence if provided.
+                (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable
+                is "true", then the ``client_cert_source`` property can be used
+                to provide client certificate for mutual TLS transport. If
+                not provided, the default SSL client certificate will be used if
+                present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not
+                set, no client certificate will be used.
 
         Raises:
             google.auth.exceptions.MutualTlsChannelError: If mutual TLS transport

google/cloud/automl_v1/services/auto_ml/client.py

@@ -16,22 +16,24 @@
 #
 
 from collections import OrderedDict
+from distutils import util
 import os
 import re
-from typing import Callable, Dict, Sequence, Tuple, Type, Union
+from typing import Callable, Dict, Optional, Sequence, Tuple, Type, Union
 import pkg_resources
 
-import google.api_core.client_options as ClientOptions  # type: ignore
+from google.api_core import client_options as client_options_lib  # type: ignore
 from google.api_core import exceptions  # type: ignore
 from google.api_core import gapic_v1  # type: ignore
 from google.api_core import retry as retries  # type: ignore
 from google.auth import credentials  # type: ignore
 from google.auth.transport import mtls  # type: ignore
+from google.auth.transport.grpc import SslCredentials  # type: ignore
 from google.auth.exceptions import MutualTLSChannelError  # type: ignore
 from google.oauth2 import service_account  # type: ignore
 
-from google.api_core import operation
-from google.api_core import operation_async
+from google.api_core import operation  # type: ignore
+from google.api_core import operation_async  # type: ignore
 from google.cloud.automl_v1.services.auto_ml import pagers
 from google.cloud.automl_v1.types import annotation_spec
 from google.cloud.automl_v1.types import classification
@@ -196,9 +198,9 @@ def parse_model_path(path: str) -> Dict[str, str]:
     def __init__(
         self,
         *,
-        credentials: credentials.Credentials = None,
-        transport: Union[str, AutoMlTransport] = None,
-        client_options: ClientOptions = None,
+        credentials: Optional[credentials.Credentials] = None,
+        transport: Union[str, AutoMlTransport, None] = None,
+        client_options: Optional[client_options_lib.ClientOptions] = None,
         client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
     ) -> None:
         """Instantiate the auto ml client.
@@ -212,19 +214,22 @@ def __init__(
             transport (Union[str, ~.AutoMlTransport]): The
                 transport to use. If set to None, a transport is chosen
                 automatically.
-            client_options (ClientOptions): Custom options for the client. It
-                won't take effect if a ``transport`` instance is provided.
+            client_options (client_options_lib.ClientOptions): Custom options for the
+                client. It won't take effect if a ``transport`` instance is provided.
                 (1) The ``api_endpoint`` property can be used to override the
-                default endpoint provided by the client. GOOGLE_API_USE_MTLS
+                default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT
                 environment variable can also be used to override the endpoint:
                 "always" (always use the default mTLS endpoint), "never" (always
-                use the default regular endpoint, this is the default value for
-                the environment variable) and "auto" (auto switch to the default
-                mTLS endpoint if client SSL credentials is present). However,
-                the ``api_endpoint`` property takes precedence if provided.
-                (2) The ``client_cert_source`` property is used to provide client
-                SSL credentials for mutual TLS transport. If not provided, the
-                default SSL credentials will be used if present.
+                use the default regular endpoint) and "auto" (auto switch to the
+                default mTLS endpoint if client certificate is present, this is
+                the default value). However, the ``api_endpoint`` property takes
+                precedence if provided.
+                (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable
+                is "true", then the ``client_cert_source`` property can be used
+                to provide client certificate for mutual TLS transport. If
+                not provided, the default SSL client certificate will be used if
+                present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not
+                set, no client certificate will be 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.	
@@ -236,29 +241,47 @@ def __init__(
                 creation failed for any reason.
         """
         if isinstance(client_options, dict):
-            client_options = ClientOptions.from_dict(client_options)
+            client_options = client_options_lib.from_dict(client_options)
         if client_options is None:
-            client_options = ClientOptions.ClientOptions()
+            client_options = client_options_lib.ClientOptions()
 
-        if client_options.api_endpoint is None:
-            use_mtls_env = os.getenv("GOOGLE_API_USE_MTLS", "never")
+        # Create SSL credentials for mutual TLS if needed.
+        use_client_cert = bool(
+            util.strtobool(os.getenv("GOOGLE_API_USE_CLIENT_CERTIFICATE", "false"))
+        )
+
+        ssl_credentials = None
+        is_mtls = False
+        if use_client_cert:
+            if client_options.client_cert_source:
+                import grpc  # type: ignore
+
+                cert, key = client_options.client_cert_source()
+                ssl_credentials = grpc.ssl_channel_credentials(
+                    certificate_chain=cert, private_key=key
+                )
+                is_mtls = True
+            else:
+                creds = SslCredentials()
+                is_mtls = creds.is_mtls
+                ssl_credentials = creds.ssl_credentials if is_mtls else None
+
+        # Figure out which api endpoint to use.
+        if client_options.api_endpoint is not None:
+            api_endpoint = client_options.api_endpoint
+        else:
+            use_mtls_env = os.getenv("GOOGLE_API_USE_MTLS_ENDPOINT", "auto")
             if use_mtls_env == "never":
-                client_options.api_endpoint = self.DEFAULT_ENDPOINT
+                api_endpoint = self.DEFAULT_ENDPOINT
             elif use_mtls_env == "always":
-                client_options.api_endpoint = self.DEFAULT_MTLS_ENDPOINT
+                api_endpoint = self.DEFAULT_MTLS_ENDPOINT
             elif use_mtls_env == "auto":
-                has_client_cert_source = (
-                    client_options.client_cert_source is not None
-                    or mtls.has_default_client_cert_source()
-                )
-                client_options.api_endpoint = (
-                    self.DEFAULT_MTLS_ENDPOINT
-                    if has_client_cert_source
-                    else self.DEFAULT_ENDPOINT
+                api_endpoint = (
+                    self.DEFAULT_MTLS_ENDPOINT if is_mtls else self.DEFAULT_ENDPOINT
                 )
             else:
                 raise MutualTLSChannelError(
-                    "Unsupported GOOGLE_API_USE_MTLS value. Accepted values: never, auto, always"
+                    "Unsupported GOOGLE_API_USE_MTLS_ENDPOINT value. Accepted values: never, auto, always"
                 )
 
         # Save or instantiate the transport.
@@ -282,10 +305,9 @@ def __init__(
             self._transport = Transport(
                 credentials=credentials,
                 credentials_file=client_options.credentials_file,
-                host=client_options.api_endpoint,
+                host=api_endpoint,
                 scopes=client_options.scopes,
-                api_mtls_endpoint=client_options.api_endpoint,
-                client_cert_source=client_options.client_cert_source,
+                ssl_channel_credentials=ssl_credentials,
                 quota_project_id=client_options.quota_project_id,
                 client_info=client_info,
             )

google/cloud/automl_v1/services/auto_ml/transports/base.py

@@ -19,7 +19,7 @@
 import typing
 import pkg_resources
 
-from google import auth
+from google import auth  # type: ignore
 from google.api_core import exceptions  # type: ignore
 from google.api_core import gapic_v1  # type: ignore
 from google.api_core import retry as retries  # type: ignore

google/cloud/automl_v1/services/auto_ml/transports/grpc.py

@@ -15,6 +15,7 @@
 # limitations under the License.
 #
 
+import warnings
 from typing import Callable, Dict, Optional, Sequence, Tuple
 
 from google.api_core import grpc_helpers  # type: ignore
@@ -24,7 +25,6 @@
 from google.auth import credentials  # type: ignore
 from google.auth.transport.grpc import SslCredentials  # type: ignore
 
-
 import grpc  # type: ignore
 
 from google.cloud.automl_v1.types import annotation_spec
@@ -78,6 +78,7 @@ def __init__(
         channel: grpc.Channel = None,
         api_mtls_endpoint: str = None,
         client_cert_source: Callable[[], Tuple[bytes, bytes]] = None,
+        ssl_channel_credentials: grpc.ChannelCredentials = None,
         quota_project_id: Optional[str] = None,
         client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
     ) -> None:
@@ -98,14 +99,16 @@ def __init__(
                 ignored if ``channel`` is provided.
             channel (Optional[grpc.Channel]): A ``Channel`` instance through
                 which to make calls.
-            api_mtls_endpoint (Optional[str]): The mutual TLS endpoint. If
-                provided, it overrides the ``host`` argument and tries to create
+            api_mtls_endpoint (Optional[str]): Deprecated. The mutual TLS endpoint.
+                If provided, it overrides the ``host`` argument and tries to create
                 a mutual TLS channel with client SSL credentials from
                 ``client_cert_source`` or applicatin default SSL credentials.
-            client_cert_source (Optional[Callable[[], Tuple[bytes, bytes]]]): A
-                callback to provide client SSL certificate bytes and private key
-                bytes, both in PEM format. It is ignored if ``api_mtls_endpoint``
-                is None.
+            client_cert_source (Optional[Callable[[], Tuple[bytes, bytes]]]):
+                Deprecated. A callback to provide client SSL certificate bytes and
+                private key bytes, both in PEM format. It is ignored if
+                ``api_mtls_endpoint`` is None.
+            ssl_channel_credentials (grpc.ChannelCredentials): SSL credentials
+                for grpc channel. It is ignored if ``channel`` is provided.
             quota_project_id (Optional[str]): An optional project to use for billing
                 and quota.
             client_info (google.api_core.gapic_v1.client_info.ClientInfo):	
@@ -128,6 +131,11 @@ def __init__(
             # If a channel was explicitly provided, set it.
             self._grpc_channel = channel
         elif api_mtls_endpoint:
+            warnings.warn(
+                "api_mtls_endpoint and client_cert_source are deprecated",
+                DeprecationWarning,
+            )
+
             host = (
                 api_mtls_endpoint
                 if ":" in api_mtls_endpoint
@@ -158,6 +166,23 @@ def __init__(
                 scopes=scopes or self.AUTH_SCOPES,
                 quota_project_id=quota_project_id,
             )
+        else:
+            host = host if ":" in host else host + ":443"
+
+            if credentials is None:
+                credentials, _ = auth.default(
+                    scopes=self.AUTH_SCOPES, quota_project_id=quota_project_id
+                )
+
+            # create a new channel. The provided one is ignored.
+            self._grpc_channel = type(self).create_channel(
+                host,
+                credentials=credentials,
+                credentials_file=credentials_file,
+                ssl_credentials=ssl_channel_credentials,
+                scopes=scopes or self.AUTH_SCOPES,
+                quota_project_id=quota_project_id,
+            )
 
         self._stubs = {}  # type: Dict[str, Callable]
 
@@ -223,13 +248,6 @@ def grpc_channel(self) -> grpc.Channel:
         This property caches on the instance; repeated calls return
         the same channel.
         """
-        # Sanity check: Only create a new channel if we do not already
-        # have one.
-        if not hasattr(self, "_grpc_channel"):
-            self._grpc_channel = self.create_channel(
-                self._host, credentials=self._credentials,
-            )
-
         # Return the channel from cache.
         return self._grpc_channel