# coding: utf-8
# Copyright (c) 2016, 2021, Oracle and/or its affiliates.  All rights reserved.
# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.

from __future__ import absolute_import

from oci._vendor import requests  # noqa: F401
from oci._vendor import six

from oci import retry  # noqa: F401
from oci.base_client import BaseClient
from oci.config import get_config_value_or_default, validate_config
from oci.signer import Signer
from oci.util import Sentinel, get_signer_from_authentication_type, AUTHENTICATION_TYPE_FIELD_NAME
from .models import ai_anomaly_detection_type_mapping
missing = Sentinel("Missing")


class AnomalyDetectionClient(object):
    """
    OCI AI Service solutions can help Enterprise customers integrate AI into their products immediately by using our proven,
    pre-trained/custom models or containers, and without a need to set up in house team of AI and ML experts.
    This allows enterprises to focus on business drivers and development work rather than AI/ML operations, shortening the time to market.
    """

    def __init__(self, config, **kwargs):
        """
        Creates a new service client

        :param dict config:
            Configuration keys and values as per `SDK and Tool Configuration <https://docs.cloud.oracle.com/Content/API/Concepts/sdkconfig.htm>`__.
            The :py:meth:`~oci.config.from_file` method can be used to load configuration from a file. Alternatively, a ``dict`` can be passed. You can validate_config
            the dict using :py:meth:`~oci.config.validate_config`

        :param str service_endpoint: (optional)
            The endpoint of the service to call using this client. For example ``https://iaas.us-ashburn-1.oraclecloud.com``. If this keyword argument is
            not provided then it will be derived using the region in the config parameter. You should only provide this keyword argument if you have an explicit
            need to specify a service endpoint.

        :param timeout: (optional)
            The connection and read timeouts for the client. The default values are connection timeout 10 seconds and read timeout 60 seconds. This keyword argument can be provided
            as a single float, in which case the value provided is used for both the read and connection timeouts, or as a tuple of two floats. If
            a tuple is provided then the first value is used as the connection timeout and the second value as the read timeout.
        :type timeout: float or tuple(float, float)

        :param signer: (optional)
            The signer to use when signing requests made by the service client. The default is to use a :py:class:`~oci.signer.Signer` based on the values
            provided in the config parameter.

            One use case for this parameter is for `Instance Principals authentication <https://docs.cloud.oracle.com/Content/Identity/Tasks/callingservicesfrominstances.htm>`__
            by passing an instance of :py:class:`~oci.auth.signers.InstancePrincipalsSecurityTokenSigner` as the value for this keyword argument
        :type signer: :py:class:`~oci.signer.AbstractBaseSigner`

        :param obj retry_strategy: (optional)
            A retry strategy to apply to all calls made by this service client (i.e. at the client level). There is no retry strategy applied by default.
            Retry strategies can also be applied at the operation level by passing a ``retry_strategy`` keyword argument as part of calling the operation.
            Any value provided at the operation level will override whatever is specified at the client level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.
        """
        validate_config(config, signer=kwargs.get('signer'))
        if 'signer' in kwargs:
            signer = kwargs['signer']

        elif AUTHENTICATION_TYPE_FIELD_NAME in config:
            signer = get_signer_from_authentication_type(config)

        else:
            signer = Signer(
                tenancy=config["tenancy"],
                user=config["user"],
                fingerprint=config["fingerprint"],
                private_key_file_location=config.get("key_file"),
                pass_phrase=get_config_value_or_default(config, "pass_phrase"),
                private_key_content=config.get("key_content")
            )

        base_client_init_kwargs = {
            'regional_client': True,
            'service_endpoint': kwargs.get('service_endpoint'),
            'base_path': '/20210101',
            'service_endpoint_template': 'https://anomalydetection.aiservice.{region}.oci.{secondLevelDomain}',
            'skip_deserialization': kwargs.get('skip_deserialization', False)
        }
        if 'timeout' in kwargs:
            base_client_init_kwargs['timeout'] = kwargs.get('timeout')
        self.base_client = BaseClient("anomaly_detection", config, signer, ai_anomaly_detection_type_mapping, **base_client_init_kwargs)
        self.retry_strategy = kwargs.get('retry_strategy')

    def cancel_work_request(self, work_request_id, **kwargs):
        """
        Cancel work request with the given ID.


        :param str work_request_id: (required)
            The ID of the asynchronous request.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/cancel_work_request.py.html>`__ to see an example of how to use cancel_work_request API.
        """
        resource_path = "/workRequests/{workRequestId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "cancel_work_request got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)

    def change_ai_private_endpoint_compartment(self, ai_private_endpoint_id, change_ai_private_endpoint_compartment_details, **kwargs):
        """
        Moves a resource into a different compartment. When provided, 'If-Match' is checked against 'ETag' values of the resource.


        :param str ai_private_endpoint_id: (required)
            Unique private reverse connection identifier.

        :param oci.ai_anomaly_detection.models.ChangeAiPrivateEndpointCompartmentDetails change_ai_private_endpoint_compartment_details: (required)
            Details for the target compartment.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/change_ai_private_endpoint_compartment.py.html>`__ to see an example of how to use change_ai_private_endpoint_compartment API.
        """
        resource_path = "/aiPrivateEndpoints/{aiPrivateEndpointId}/actions/changeCompartment"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "change_ai_private_endpoint_compartment got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "aiPrivateEndpointId": ai_private_endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_ai_private_endpoint_compartment_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_ai_private_endpoint_compartment_details)

    def change_data_asset_compartment(self, data_asset_id, change_data_asset_compartment_details, **kwargs):
        """
        Changing the compartment of a data asset.


        :param str data_asset_id: (required)
            The OCID of the Data Asset.

        :param oci.ai_anomaly_detection.models.ChangeDataAssetCompartmentDetails change_data_asset_compartment_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.DataAsset`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/change_data_asset_compartment.py.html>`__ to see an example of how to use change_data_asset_compartment API.
        """
        resource_path = "/dataAssets/{dataAssetId}/actions/changeCompartment"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "change_data_asset_compartment got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "dataAssetId": data_asset_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_data_asset_compartment_details,
                response_type="DataAsset")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_data_asset_compartment_details,
                response_type="DataAsset")

    def change_model_compartment(self, model_id, change_model_compartment_details, **kwargs):
        """
        Moves a Model resource from one compartment to another. When provided, If-Match is checked against ETag values of the resource.


        :param str model_id: (required)
            The OCID of the Model.

        :param oci.ai_anomaly_detection.models.ChangeModelCompartmentDetails change_model_compartment_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/change_model_compartment.py.html>`__ to see an example of how to use change_model_compartment API.
        """
        resource_path = "/models/{modelId}/actions/changeCompartment"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "change_model_compartment got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_model_compartment_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_model_compartment_details)

    def change_project_compartment(self, project_id, change_project_compartment_details, **kwargs):
        """
        Moves a Project resource from one compartment to another. When provided, If-Match is checked against ETag values of the resource.


        :param str project_id: (required)
            The OCID of the Project.

        :param oci.ai_anomaly_detection.models.ChangeProjectCompartmentDetails change_project_compartment_details: (required)
            The details to change the compartment of the project.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/change_project_compartment.py.html>`__ to see an example of how to use change_project_compartment API.
        """
        resource_path = "/projects/{projectId}/actions/changeCompartment"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "change_project_compartment got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "projectId": project_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_project_compartment_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_project_compartment_details)

    def create_ai_private_endpoint(self, create_ai_private_endpoint_details, **kwargs):
        """
        Create a new private reverse connection endpoint.


        :param oci.ai_anomaly_detection.models.CreateAiPrivateEndpointDetails create_ai_private_endpoint_details: (required)
            The information used to create the private reverse connection.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/create_ai_private_endpoint.py.html>`__ to see an example of how to use create_ai_private_endpoint API.
        """
        resource_path = "/aiPrivateEndpoints"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "create_ai_private_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_ai_private_endpoint_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_ai_private_endpoint_details)

    def create_data_asset(self, create_data_asset_details, **kwargs):
        """
        Creates a new DataAsset.


        :param oci.ai_anomaly_detection.models.CreateDataAssetDetails create_data_asset_details: (required)
            Details for the new DataAsset.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.DataAsset`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/create_data_asset.py.html>`__ to see an example of how to use create_data_asset API.
        """
        resource_path = "/dataAssets"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "create_data_asset got unknown kwargs: {!r}".format(extra_kwargs))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_data_asset_details,
                response_type="DataAsset")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_data_asset_details,
                response_type="DataAsset")

    def create_model(self, create_model_details, **kwargs):
        """
        Creates a new Model.


        :param oci.ai_anomaly_detection.models.CreateModelDetails create_model_details: (required)
            Details for the new Model.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.Model`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/create_model.py.html>`__ to see an example of how to use create_model API.
        """
        resource_path = "/models"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "create_model got unknown kwargs: {!r}".format(extra_kwargs))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_model_details,
                response_type="Model")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_model_details,
                response_type="Model")

    def create_project(self, create_project_details, **kwargs):
        """
        Creates a new Project.


        :param oci.ai_anomaly_detection.models.CreateProjectDetails create_project_details: (required)
            Details for the new Project.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.Project`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/create_project.py.html>`__ to see an example of how to use create_project API.
        """
        resource_path = "/projects"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "create_project got unknown kwargs: {!r}".format(extra_kwargs))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_project_details,
                response_type="Project")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_project_details,
                response_type="Project")

    def delete_ai_private_endpoint(self, ai_private_endpoint_id, **kwargs):
        """
        Deletes a private reverse connection endpoint by identifier.


        :param str ai_private_endpoint_id: (required)
            Unique private reverse connection identifier.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/delete_ai_private_endpoint.py.html>`__ to see an example of how to use delete_ai_private_endpoint API.
        """
        resource_path = "/aiPrivateEndpoints/{aiPrivateEndpointId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "delete_ai_private_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "aiPrivateEndpointId": ai_private_endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)

    def delete_data_asset(self, data_asset_id, **kwargs):
        """
        Deletes a DataAsset resource by identifier


        :param str data_asset_id: (required)
            The OCID of the Data Asset.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/delete_data_asset.py.html>`__ to see an example of how to use delete_data_asset API.
        """
        resource_path = "/dataAssets/{dataAssetId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "delete_data_asset got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "dataAssetId": data_asset_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)

    def delete_model(self, model_id, **kwargs):
        """
        Deletes an ai model resource by identifier. This operation fails with a 409 error unless all associated resources are in a DELETED state. You must delete all associated resources before deleting a project.


        :param str model_id: (required)
            The OCID of the Model.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/delete_model.py.html>`__ to see an example of how to use delete_model API.
        """
        resource_path = "/models/{modelId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "delete_model got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)

    def delete_project(self, project_id, **kwargs):
        """
        Deletes a Project resource by identifier. This operation fails with a 409 error unless all associated resources (models deployments or data assets) are in a DELETED state. You must delete all associated resources before deleting a project.


        :param str project_id: (required)
            The OCID of the Project.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/delete_project.py.html>`__ to see an example of how to use delete_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "delete_project got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "projectId": project_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params)

    def detect_anomalies(self, detect_anomalies_details, **kwargs):
        """
        Make a detect call with an anomaly model and detection data


        :param oci.ai_anomaly_detection.models.DetectAnomaliesDetails detect_anomalies_details: (required)
            The input is either:
              - JSON object in the request. This object is defined and SDK will generate the
                object for it
              - Data embedded as base64 string in format of either
                - CSV
                - JSON
                If this option is chosen then customer has to provide the content of specified
                CSV or JSON in base64 encoded string. The Embedded JSON will still has to be
                in same format as inline request JSON

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of executing that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and purged from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.AnomalyDetectResult`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/detect_anomalies.py.html>`__ to see an example of how to use detect_anomalies API.
        """
        resource_path = "/actions/detectAnomalies"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "if_match",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "detect_anomalies got unknown kwargs: {!r}".format(extra_kwargs))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "if-match": kwargs.get("if_match", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_anomalies_details,
                response_type="AnomalyDetectResult")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_anomalies_details,
                response_type="AnomalyDetectResult")

    def get_ai_private_endpoint(self, ai_private_endpoint_id, **kwargs):
        """
        Gets a specific private reverse connection by identifier.


        :param str ai_private_endpoint_id: (required)
            Unique private reverse connection identifier.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.AiPrivateEndpoint`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/get_ai_private_endpoint.py.html>`__ to see an example of how to use get_ai_private_endpoint API.
        """
        resource_path = "/aiPrivateEndpoints/{aiPrivateEndpointId}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "get_ai_private_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "aiPrivateEndpointId": ai_private_endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="AiPrivateEndpoint")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="AiPrivateEndpoint")

    def get_data_asset(self, data_asset_id, **kwargs):
        """
        Gets a DataAsset by identifier


        :param str data_asset_id: (required)
            The OCID of the Data Asset.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.DataAsset`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/get_data_asset.py.html>`__ to see an example of how to use get_data_asset API.
        """
        resource_path = "/dataAssets/{dataAssetId}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "get_data_asset got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "dataAssetId": data_asset_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DataAsset")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DataAsset")

    def get_model(self, model_id, **kwargs):
        """
        Gets a Model by identifier


        :param str model_id: (required)
            The OCID of the Model.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.Model`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/get_model.py.html>`__ to see an example of how to use get_model API.
        """
        resource_path = "/models/{modelId}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "get_model got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Model")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Model")

    def get_project(self, project_id, **kwargs):
        """
        Gets a Project by identifier


        :param str project_id: (required)
            The OCID of the Project.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.Project`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/get_project.py.html>`__ to see an example of how to use get_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "get_project got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "projectId": project_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Project")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Project")

    def get_work_request(self, work_request_id, **kwargs):
        """
        Gets the status of the work request with the given ID.


        :param str work_request_id: (required)
            The ID of the asynchronous request.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.WorkRequest`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/get_work_request.py.html>`__ to see an example of how to use get_work_request API.
        """
        resource_path = "/workRequests/{workRequestId}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "get_work_request got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="WorkRequest")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="WorkRequest")

    def list_ai_private_endpoints(self, compartment_id, **kwargs):
        """
        Returns a list of all the AI private endpoints in the specified compartment.


        :param str compartment_id: (required)
            The ID of the compartment in which to list resources.

        :param str lifecycle_state: (optional)
            <b>Filter</b> results by the specified lifecycle state. Must be a valid
            state for the resource type.

            Allowed values are: "CREATING", "UPDATING", "ACTIVE", "DELETING", "DELETED", "FAILED"

        :param str display_name: (optional)
            A filter to return only resources that match the entire display name given.

        :param str id: (optional)
            unique AiPrivateEndpoint identifier

        :param int limit: (optional)
            The maximum number of items to return.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param str sort_order: (optional)
            The sort order to use, either 'asc' or 'desc'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. Only one sort order may be provided. Default order for timeCreated is descending. Default order for displayName is ascending. If no value is specified timeCreated is default.

            Allowed values are: "timeCreated", "displayName"

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.AiPrivateEndpointCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_ai_private_endpoints.py.html>`__ to see an example of how to use list_ai_private_endpoints API.
        """
        resource_path = "/aiPrivateEndpoints"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "lifecycle_state",
            "display_name",
            "id",
            "limit",
            "page",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_ai_private_endpoints got unknown kwargs: {!r}".format(extra_kwargs))

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["CREATING", "UPDATING", "ACTIVE", "DELETING", "DELETED", "FAILED"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    "Invalid value for `lifecycle_state`, must be one of {0}".format(lifecycle_state_allowed_values)
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_order`, must be one of {0}".format(sort_order_allowed_values)
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeCreated", "displayName"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_by`, must be one of {0}".format(sort_by_allowed_values)
                )

        query_params = {
            "compartmentId": compartment_id,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "id": kwargs.get("id", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="AiPrivateEndpointCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="AiPrivateEndpointCollection")

    def list_data_assets(self, compartment_id, **kwargs):
        """
        Returns a list of DataAssets.


        :param str compartment_id: (required)
            The ID of the compartment in which to list resources.

        :param str project_id: (optional)
            The ID of the project for which to list the objects.

        :param str display_name: (optional)
            A filter to return only resources that match the entire display name given.

        :param int limit: (optional)
            The maximum number of items to return.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param str lifecycle_state: (optional)
            <b>Filter</b> results by the specified lifecycle state. Must be a valid
            state for the resource type.

            Allowed values are: "ACTIVE", "DELETED"

        :param str sort_order: (optional)
            The sort order to use, either 'asc' or 'desc'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. Only one sort order may be provided. Default order for timeCreated is descending. Default order for displayName is ascending. If no value is specified timeCreated is default.

            Allowed values are: "timeCreated", "displayName"

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.DataAssetCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_data_assets.py.html>`__ to see an example of how to use list_data_assets API.
        """
        resource_path = "/dataAssets"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "project_id",
            "display_name",
            "limit",
            "page",
            "lifecycle_state",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_data_assets got unknown kwargs: {!r}".format(extra_kwargs))

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["ACTIVE", "DELETED"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    "Invalid value for `lifecycle_state`, must be one of {0}".format(lifecycle_state_allowed_values)
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_order`, must be one of {0}".format(sort_order_allowed_values)
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeCreated", "displayName"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_by`, must be one of {0}".format(sort_by_allowed_values)
                )

        query_params = {
            "compartmentId": compartment_id,
            "projectId": kwargs.get("project_id", missing),
            "displayName": kwargs.get("display_name", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="DataAssetCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="DataAssetCollection")

    def list_models(self, compartment_id, **kwargs):
        """
        Returns a list of Models.


        :param str compartment_id: (required)
            The ID of the compartment in which to list resources.

        :param str project_id: (optional)
            The ID of the project for which to list the objects.

        :param str lifecycle_state: (optional)
            <b>Filter</b> results by the specified lifecycle state. Must be a valid
            state for the resource type.

            Allowed values are: "DELETING", "DELETED", "FAILED", "CREATING", "ACTIVE", "UPDATING"

        :param str display_name: (optional)
            A filter to return only resources that match the entire display name given.

        :param int limit: (optional)
            The maximum number of items to return.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param str sort_order: (optional)
            The sort order to use, either 'asc' or 'desc'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field.
            By default, when you sort by `timeCreated`, the results are shown
            in descending order. When you sort by `displayName`, the results are
            shown in ascending order. Sort order for the `displayName` field is case sensitive.

            Allowed values are: "timeCreated", "displayName"

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.ModelCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_models.py.html>`__ to see an example of how to use list_models API.
        """
        resource_path = "/models"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "project_id",
            "lifecycle_state",
            "display_name",
            "limit",
            "page",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_models got unknown kwargs: {!r}".format(extra_kwargs))

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["DELETING", "DELETED", "FAILED", "CREATING", "ACTIVE", "UPDATING"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    "Invalid value for `lifecycle_state`, must be one of {0}".format(lifecycle_state_allowed_values)
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_order`, must be one of {0}".format(sort_order_allowed_values)
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeCreated", "displayName"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_by`, must be one of {0}".format(sort_by_allowed_values)
                )

        query_params = {
            "compartmentId": compartment_id,
            "projectId": kwargs.get("project_id", missing),
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ModelCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ModelCollection")

    def list_projects(self, compartment_id, **kwargs):
        """
        Returns a list of  Projects.


        :param str compartment_id: (required)
            The ID of the compartment in which to list resources.

        :param str lifecycle_state: (optional)
            <b>Filter</b> results by the specified lifecycle state. Must be a valid
            state for the resource type.

            Allowed values are: "ACTIVE", "CREATING", "FAILED", "DELETING", "DELETED", "UPDATING"

        :param str display_name: (optional)
            A filter to return only resources that match the entire display name given.

        :param int limit: (optional)
            The maximum number of items to return.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param str sort_order: (optional)
            The sort order to use, either 'asc' or 'desc'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field.
            By default, when you sort by `timeCreated`, the results are shown
            in descending order. When you sort by `displayName`, the results are
            shown in ascending order. Sort order for the `displayName` field is case sensitive.

            Allowed values are: "timeCreated", "displayName"

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.ProjectCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_projects.py.html>`__ to see an example of how to use list_projects API.
        """
        resource_path = "/projects"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "lifecycle_state",
            "display_name",
            "limit",
            "page",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_projects got unknown kwargs: {!r}".format(extra_kwargs))

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["ACTIVE", "CREATING", "FAILED", "DELETING", "DELETED", "UPDATING"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    "Invalid value for `lifecycle_state`, must be one of {0}".format(lifecycle_state_allowed_values)
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_order`, must be one of {0}".format(sort_order_allowed_values)
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeCreated", "displayName"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    "Invalid value for `sort_by`, must be one of {0}".format(sort_by_allowed_values)
                )

        query_params = {
            "compartmentId": compartment_id,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ProjectCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ProjectCollection")

    def list_work_request_errors(self, work_request_id, **kwargs):
        """
        Return a (paginated) list of errors for a given work request.


        :param str work_request_id: (required)
            The ID of the asynchronous request.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param int limit: (optional)
            The maximum number of items to return.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.WorkRequestErrorCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_work_request_errors.py.html>`__ to see an example of how to use list_work_request_errors API.
        """
        resource_path = "/workRequests/{workRequestId}/errors"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_work_request_errors got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestErrorCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestErrorCollection")

    def list_work_request_logs(self, work_request_id, **kwargs):
        """
        Return a (paginated) list of logs for a given work request.


        :param str work_request_id: (required)
            The ID of the asynchronous request.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param int limit: (optional)
            The maximum number of items to return.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.WorkRequestLogEntryCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_work_request_logs.py.html>`__ to see an example of how to use list_work_request_logs API.
        """
        resource_path = "/workRequests/{workRequestId}/logs"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_work_request_logs got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestLogEntryCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestLogEntryCollection")

    def list_work_requests(self, compartment_id, **kwargs):
        """
        Lists the work requests in a compartment.


        :param str compartment_id: (required)
            The ID of the compartment in which to list resources.

        :param str work_request_id: (optional)
            The ID of the asynchronous work request.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param str page: (optional)
            The page token representing the page at which to start retrieving results. This is usually retrieved from a previous list call.

        :param int limit: (optional)
            The maximum number of items to return.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.WorkRequestSummaryCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/list_work_requests.py.html>`__ to see an example of how to use list_work_requests API.
        """
        resource_path = "/workRequests"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "work_request_id",
            "opc_request_id",
            "page",
            "limit"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_work_requests got unknown kwargs: {!r}".format(extra_kwargs))

        query_params = {
            "compartmentId": compartment_id,
            "workRequestId": kwargs.get("work_request_id", missing),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestSummaryCollection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestSummaryCollection")

    def update_ai_private_endpoint(self, ai_private_endpoint_id, update_ai_private_endpoint_details, **kwargs):
        """
        Updates the private reverse connection endpoint.


        :param str ai_private_endpoint_id: (required)
            Unique private reverse connection identifier.

        :param oci.ai_anomaly_detection.models.UpdateAiPrivateEndpointDetails update_ai_private_endpoint_details: (required)
            The information to be updated in private reverse connection

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/update_ai_private_endpoint.py.html>`__ to see an example of how to use update_ai_private_endpoint API.
        """
        resource_path = "/aiPrivateEndpoints/{aiPrivateEndpointId}"
        method = "PUT"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "update_ai_private_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "aiPrivateEndpointId": ai_private_endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_ai_private_endpoint_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_ai_private_endpoint_details)

    def update_data_asset(self, data_asset_id, update_data_asset_details, **kwargs):
        """
        Updates the DataAsset


        :param str data_asset_id: (required)
            The OCID of the Data Asset.

        :param oci.ai_anomaly_detection.models.UpdateDataAssetDetails update_data_asset_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.DataAsset`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/update_data_asset.py.html>`__ to see an example of how to use update_data_asset API.
        """
        resource_path = "/dataAssets/{dataAssetId}"
        method = "PUT"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "update_data_asset got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "dataAssetId": data_asset_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_data_asset_details,
                response_type="DataAsset")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_data_asset_details,
                response_type="DataAsset")

    def update_model(self, model_id, update_model_details, **kwargs):
        """
        Updates the Model


        :param str model_id: (required)
            The OCID of the Model.

        :param oci.ai_anomaly_detection.models.UpdateModelDetails update_model_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/update_model.py.html>`__ to see an example of how to use update_model API.
        """
        resource_path = "/models/{modelId}"
        method = "PUT"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "update_model got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_model_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_model_details)

    def update_project(self, project_id, update_project_details, **kwargs):
        """
        Updates the Project


        :param str project_id: (required)
            The OCID of the Project.

        :param oci.ai_anomaly_detection.models.UpdateProjectDetails update_project_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call
            for a resource, set the `if-match` parameter to the value of the
            etag from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the etag you
            provide matches the resource's current etag value.

        :param str opc_request_id: (optional)
            The client request ID for tracing.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.ai_anomaly_detection.models.Project`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.47.1/aianomalydetection/update_project.py.html>`__ to see an example of how to use update_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "PUT"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "update_project got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "projectId": project_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError('Parameter {} cannot be None, whitespace or empty string'.format(k))

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.retry_strategy
        if kwargs.get('retry_strategy'):
            retry_strategy = kwargs.get('retry_strategy')

        if retry_strategy:
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_project_details,
                response_type="Project")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_project_details,
                response_type="Project")
