# coding: utf-8
# Copyright (c) 2016, 2022, 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, circuit_breaker  # 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_language_type_mapping
missing = Sentinel("Missing")


class AIServiceLanguageClient(object):
    """
    OCI Language Service solutions can help enterprise customers integrate AI into their products immediately using our proven,
    pre-trained and custom models or containers, without a need to set up an house team of AI and ML experts.
    This allows enterprises to focus on business drivers and development work rather than AI and ML operations, which shortens 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>`__.

        :param obj circuit_breaker_strategy: (optional)
            A circuit breaker strategy to apply to all calls made by this service client (i.e. at the client level).
            This client uses :py:data:`~oci.circuit_breaker.DEFAULT_CIRCUIT_BREAKER_STRATEGY` as default if no circuit breaker strategy is provided.
            The specifics of circuit breaker strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/circuit_breakers.html>`__.

        :param function circuit_breaker_callback: (optional)
            Callback function to receive any exceptions triggerred by the circuit breaker.

        :param allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this client should allow control characters in the response object. By default, the client will not
            allow control characters to be in the response object.
        """
        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': '/20221001',
            'service_endpoint_template': 'https://language.aiservice.{region}.oci.{secondLevelDomain}',
            'skip_deserialization': kwargs.get('skip_deserialization', False),
            'circuit_breaker_strategy': kwargs.get('circuit_breaker_strategy', circuit_breaker.GLOBAL_CIRCUIT_BREAKER_STRATEGY)
        }
        if 'timeout' in kwargs:
            base_client_init_kwargs['timeout'] = kwargs.get('timeout')
        if base_client_init_kwargs.get('circuit_breaker_strategy') is None:
            base_client_init_kwargs['circuit_breaker_strategy'] = circuit_breaker.DEFAULT_CIRCUIT_BREAKER_STRATEGY
        if 'allow_control_chars' in kwargs:
            base_client_init_kwargs['allow_control_chars'] = kwargs.get('allow_control_chars')
        self.base_client = BaseClient("ai_service_language", config, signer, ai_language_type_mapping, **base_client_init_kwargs)
        self.retry_strategy = kwargs.get('retry_strategy')
        self.circuit_breaker_callback = kwargs.get('circuit_breaker_callback')

    def batch_detect_dominant_language(self, batch_detect_dominant_language_details, **kwargs):
        """
        The API returns the detected language and a related confidence score (between 0 and 1).  It supports passing a batch of records.

        `List of supported languages.`__

        Limitations:
        - A batch may have up to 100 records.
        - A record may be up to 5000 characters long.
        - The total of characters to process in a request can be up to 20,000 characters.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#lang-detect


        :param oci.ai_language.models.BatchDetectDominantLanguageDetails batch_detect_dominant_language_details: (required)
            The details to make a language detection detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_detect_dominant_language.py.html>`__ to see an example of how to use batch_detect_dominant_language API.
        """
        resource_path = "/actions/batchDetectDominantLanguage"
        method = "POST"
        operation_name = "batch_detect_dominant_language"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchDetectDominantLanguage/BatchDetectDominantLanguage"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "batch_detect_dominant_language 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_dominant_language_details,
                response_type="BatchDetectDominantLanguageResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_dominant_language_details,
                response_type="BatchDetectDominantLanguageResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def batch_detect_language_entities(self, batch_detect_language_entities_details, **kwargs):
        """
        The API extracts entities in text records. For each entity, its type/subtype and confidence score (between 0 and 1) is returned.  It supports passing a batch of records.

        `List of supported entities.`__

        Limitations:
        - A batch may have up to 100 records.
        - A record may be up to 5000 characters long.
        - The total of characters to process in a request can be up to 20,000 characters.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#ner__sup-ner-entity


        :param oci.ai_language.models.BatchDetectLanguageEntitiesDetails batch_detect_language_entities_details: (required)
            The details to make a Entity detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_detect_language_entities.py.html>`__ to see an example of how to use batch_detect_language_entities API.
        """
        resource_path = "/actions/batchDetectLanguageEntities"
        method = "POST"
        operation_name = "batch_detect_language_entities"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchDetectLanguageEntities/BatchDetectLanguageEntities"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "batch_detect_language_entities 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_entities_details,
                response_type="BatchDetectLanguageEntitiesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_entities_details,
                response_type="BatchDetectLanguageEntitiesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def batch_detect_language_key_phrases(self, batch_detect_language_key_phrases_details, **kwargs):
        """
        The API extracts key-phrases in text records. For each key-phrase, a score (between 0 and 1) is returned that highlights the importance of the key-phrase in the context of the text.  It supports passing a batch of records.

        Limitations:
        - A batch may have up to 100 records.
        - A record may be up to 5000 characters long.
        - The total of characters to process in a request can be up to 20,000 characters.


        :param oci.ai_language.models.BatchDetectLanguageKeyPhrasesDetails batch_detect_language_key_phrases_details: (required)
            The details to make keyPhrase detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_detect_language_key_phrases.py.html>`__ to see an example of how to use batch_detect_language_key_phrases API.
        """
        resource_path = "/actions/batchDetectLanguageKeyPhrases"
        method = "POST"
        operation_name = "batch_detect_language_key_phrases"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchDetectLanguageKeyPhrases/BatchDetectLanguageKeyPhrases"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "batch_detect_language_key_phrases 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_key_phrases_details,
                response_type="BatchDetectLanguageKeyPhrasesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_key_phrases_details,
                response_type="BatchDetectLanguageKeyPhrasesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def batch_detect_language_sentiments(self, batch_detect_language_sentiments_details, **kwargs):
        """
        The API extracts aspect-based and sentence level sentiment in text records.

        For aspect-based sentiment analysis, a set of aspects and their respective sentiment is returned for each record. Similarly, for sentence-level sentiment analysis, the sentiment is returned at the sentence level.

        For sentiment analysis, confidence scores are provided for each of the classes (positive, negative, neutral and mixed).

        Learn more about sentiment analysis `here`__.

        Limitations:
         - A batch may have up to 100 records.
         - A record may be up to 5000 characters long.
         - The total of characters to process in a request can be up to 20,000 characters.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#sentiment


        :param oci.ai_language.models.BatchDetectLanguageSentimentsDetails batch_detect_language_sentiments_details: (required)
            The details to make sentiment detect call.

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

        :param list[str] level: (optional)
            Set this parameter for sentence and aspect level sentiment analysis.
            Allowed values are:
               - ASPECT
               - SENTENCE

            Allowed values are: "ASPECT", "SENTENCE"

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_detect_language_sentiments.py.html>`__ to see an example of how to use batch_detect_language_sentiments API.
        """
        resource_path = "/actions/batchDetectLanguageSentiments"
        method = "POST"
        operation_name = "batch_detect_language_sentiments"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchDetectLanguageSentiments/BatchDetectLanguageSentiments"

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

        if 'level' in kwargs:
            level_allowed_values = ["ASPECT", "SENTENCE"]
            for level_item in kwargs['level']:
                if level_item not in level_allowed_values:
                    raise ValueError(
                        "Invalid value for `level`, must be one of {0}".format(level_allowed_values)
                    )

        query_params = {
            "level": self.base_client.generate_collection_format_param(kwargs.get("level", missing), 'multi')
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                body=batch_detect_language_sentiments_details,
                response_type="BatchDetectLanguageSentimentsResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                body=batch_detect_language_sentiments_details,
                response_type="BatchDetectLanguageSentimentsResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def batch_detect_language_text_classification(self, batch_detect_language_text_classification_details, **kwargs):
        """
        The API automatically classifies text into a set of pre-determined classes and sub-classes. A single class/subclass is returned for each record classified.

        It supports passing a batch of records.

        Learn more about text classification `here`__.

        Limitations:
        - A batch may have up to 100 records.
        - A record may be up to 5000 characters long.
        - The total of characters to process in a request can be up to 20,000 characters.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#text-class


        :param oci.ai_language.models.BatchDetectLanguageTextClassificationDetails batch_detect_language_text_classification_details: (required)
            The details to make text classification detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_detect_language_text_classification.py.html>`__ to see an example of how to use batch_detect_language_text_classification API.
        """
        resource_path = "/actions/batchDetectLanguageTextClassification"
        method = "POST"
        operation_name = "batch_detect_language_text_classification"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchDetectLanguageTextClassification/BatchDetectLanguageTextClassification"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "batch_detect_language_text_classification 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_text_classification_details,
                response_type="BatchDetectLanguageTextClassificationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_detect_language_text_classification_details,
                response_type="BatchDetectLanguageTextClassificationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def batch_language_translation(self, batch_language_translation_details, **kwargs):
        """
        Translate text to other language over pre-deployed model.
        Use state of the art neural machine translation to translate text between more than 15 languages.
        Limitations:
          - A batch may have up to 100 records.
          - A record may be up to 5000 characters long.
          - The total of characters to process in a request can be up to 20,000 characters.


        :param oci.ai_language.models.BatchLanguageTranslationDetails batch_language_translation_details: (required)
            The details to make language translation call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/batch_language_translation.py.html>`__ to see an example of how to use batch_language_translation API.
        """
        resource_path = "/actions/batchLanguageTranslation"
        method = "POST"
        operation_name = "batch_language_translation"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/BatchLanguageTranslation/BatchLanguageTranslation"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "batch_language_translation 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_language_translation_details,
                response_type="BatchLanguageTranslationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=batch_language_translation_details,
                response_type="BatchLanguageTranslationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def change_endpoint_compartment(self, endpoint_id, change_endpoint_compartment_details, **kwargs):
        """
        Moves a Endpoint into a different compartment. When provided, If-Match is checked against ETag values of the resource.


        :param str endpoint_id: (required)
            The OCID of the endpoint.

        :param oci.ai_language.models.ChangeEndpointCompartmentDetails change_endpoint_compartment_details: (required)

        :param str opc_request_id: (optional)
            Unique identifier for the request.
            If you need to contact Oracle about a particular request, please provide the request ID.

        :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
            may 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/change_endpoint_compartment.py.html>`__ to see an example of how to use change_endpoint_compartment API.
        """
        resource_path = "/endpoints/{endpointId}/actions/changeCompartment"
        method = "POST"
        operation_name = "change_endpoint_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/ChangeEndpointCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "change_endpoint_compartment got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "endpointId": 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),
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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_endpoint_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_endpoint_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

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


        :param str model_id: (required)
            unique model OCID.

        :param oci.ai_language.models.ChangeModelCompartmentDetails change_model_compartment_details: (required)

        :param str opc_request_id: (optional)
            Unique identifier for the request.
            If you need to contact Oracle about a particular request, please provide the request ID.

        :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
            may 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/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"
        operation_name = "change_model_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/ChangeModelCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "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",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def change_project_compartment(self, project_id, change_project_compartment_details, **kwargs):
        """
        Moves a Project into a different compartment. 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_language.models.ChangeProjectCompartmentDetails change_project_compartment_details: (required)

        :param str opc_request_id: (optional)
            Unique identifier for the request.
            If you need to contact Oracle about a particular request, please provide the request ID.

        :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
            may 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/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"
        operation_name = "change_project_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/ChangeProjectCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "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",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def create_endpoint(self, create_endpoint_details, **kwargs):
        """
        Creates a new endpoint and deploy the trained model


        :param oci.ai_language.models.CreateEndpointDetails create_endpoint_details: (required)
            Details for the new endpoint.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/create_endpoint.py.html>`__ to see an example of how to use create_endpoint API.
        """
        resource_path = "/endpoints"
        method = "POST"
        operation_name = "create_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/CreateEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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_endpoint 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def create_model(self, create_model_details, **kwargs):
        """
        Creates a new model for training and train the model with date provided.


        :param oci.ai_language.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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/create_model.py.html>`__ to see an example of how to use create_model API.
        """
        resource_path = "/models"
        method = "POST"
        operation_name = "create_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/CreateModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_model_details,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

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


        :param oci.ai_language.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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/create_project.py.html>`__ to see an example of how to use create_project API.
        """
        resource_path = "/projects"
        method = "POST"
        operation_name = "create_project"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/CreateProject"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_project_details,
                response_type="Project",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def delete_endpoint(self, endpoint_id, **kwargs):
        """
        Deletes a provisioned endpoint 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 model.


        :param str endpoint_id: (required)
            The OCID of the endpoint.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/delete_endpoint.py.html>`__ to see an example of how to use delete_endpoint API.
        """
        resource_path = "/endpoints/{endpointId}"
        method = "DELETE"
        operation_name = "delete_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/DeleteEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "endpointId": 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def delete_model(self, model_id, **kwargs):
        """
        Deletes a provisioned 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 model.


        :param str model_id: (required)
            unique model OCID.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/delete_model.py.html>`__ to see an example of how to use delete_model API.
        """
        resource_path = "/models/{modelId}"
        method = "DELETE"
        operation_name = "delete_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/DeleteModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/delete_project.py.html>`__ to see an example of how to use delete_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "DELETE"
        operation_name = "delete_project"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/DeleteProject"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def detect_dominant_language(self, detect_dominant_language_details, **kwargs):
        """
        The API returns the detected language and a related confidence score (between 0 and 1).

        `List of supported languages.`__

        Limitations:
        - A record may be up to 1000 characters long.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#lang-detect


        :param oci.ai_language.models.DetectDominantLanguageDetails detect_dominant_language_details: (required)
            The details to make a language detection detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/detect_dominant_language.py.html>`__ to see an example of how to use detect_dominant_language API.
        """
        resource_path = "/actions/detectDominantLanguage"
        method = "POST"
        operation_name = "detect_dominant_language"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/DetectDominantLanguage/DetectDominantLanguage"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "detect_dominant_language 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_dominant_language_details,
                response_type="DetectDominantLanguageResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_dominant_language_details,
                response_type="DetectDominantLanguageResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def detect_language_entities(self, detect_language_entities_details, **kwargs):
        """
        The API extracts entities in text records. For each entity, its type and confidence score (between 0 and 1) is returned.

        Limitations:
        - A text may be up to 1000 characters long.


        :param oci.ai_language.models.DetectLanguageEntitiesDetails detect_language_entities_details: (required)
            The details to make a Entity detect call.

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

        :param str model_version: (optional)
            Named Entity Recognition model versions. By default user will get output from V2.1 implementation.

            Allowed values are: "V2_1", "V1_1"

        :param bool is_pii: (optional)
            If this parameter is set to true, you only get PII (Personally identifiable information) entities
            like PhoneNumber, Email, Person, and so on. Default value is false.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/detect_language_entities.py.html>`__ to see an example of how to use detect_language_entities API.
        """
        resource_path = "/actions/detectLanguageEntities"
        method = "POST"
        operation_name = "detect_language_entities"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/DetectLanguageEntities/DetectLanguageEntities"

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

        if 'model_version' in kwargs:
            model_version_allowed_values = ["V2_1", "V1_1"]
            if kwargs['model_version'] not in model_version_allowed_values:
                raise ValueError(
                    "Invalid value for `model_version`, must be one of {0}".format(model_version_allowed_values)
                )

        query_params = {
            "modelVersion": kwargs.get("model_version", missing),
            "isPii": kwargs.get("is_pii", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                body=detect_language_entities_details,
                response_type="DetectLanguageEntitiesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                body=detect_language_entities_details,
                response_type="DetectLanguageEntitiesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def detect_language_key_phrases(self, detect_language_key_phrases_details, **kwargs):
        """
        The API extracts key-phrases in text records. For each key-phrase, a score (between 0 and 1) is returned that highlights the importance of the key-phrase in the context of the text.

        Limitations:
        - A record may be up to 1000 characters long.


        :param oci.ai_language.models.DetectLanguageKeyPhrasesDetails detect_language_key_phrases_details: (required)
            The details to make keyPhrase detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/detect_language_key_phrases.py.html>`__ to see an example of how to use detect_language_key_phrases API.
        """
        resource_path = "/actions/detectLanguageKeyPhrases"
        method = "POST"
        operation_name = "detect_language_key_phrases"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/DetectLanguageKeyPhrases/DetectLanguageKeyPhrases"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "detect_language_key_phrases 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_key_phrases_details,
                response_type="DetectLanguageKeyPhrasesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_key_phrases_details,
                response_type="DetectLanguageKeyPhrasesResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def detect_language_sentiments(self, detect_language_sentiments_details, **kwargs):
        """
        The API extracts aspect-based in text records.

        For aspect-based sentiment analysis, a set of aspects and their respective sentiment is returned.

        For sentiment analysis, confidence scores are provided for each of the classes (positive, negative, neutral).

        Learn more about sentiment analysis `here`__.

        Limitations:
         - A record may be up to 1000 characters long.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#sentiment


        :param oci.ai_language.models.DetectLanguageSentimentsDetails detect_language_sentiments_details: (required)
            The details to make sentiment detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/detect_language_sentiments.py.html>`__ to see an example of how to use detect_language_sentiments API.
        """
        resource_path = "/actions/detectLanguageSentiments"
        method = "POST"
        operation_name = "detect_language_sentiments"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/DetectLanguageSentiments/DetectLanguageSentiments"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "detect_language_sentiments 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_sentiments_details,
                response_type="DetectLanguageSentimentsResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_sentiments_details,
                response_type="DetectLanguageSentimentsResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def detect_language_text_classification(self, detect_language_text_classification_details, **kwargs):
        """
        The API automatically classifies text into a set of pre-determined classes and sub-classes. A single class/subclass is returned for each record classified.

        Learn more about text classification `here`__.

        Limitations:
        - A record may be up to 1000 characters long.

        __ https://docs.cloud.oracle.com/iaas/language/using/pretrain-models.htm#text-class


        :param oci.ai_language.models.DetectLanguageTextClassificationDetails detect_language_text_classification_details: (required)
            The details to make text classification detect call.

        :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. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/detect_language_text_classification.py.html>`__ to see an example of how to use detect_language_text_classification API.
        """
        resource_path = "/actions/detectLanguageTextClassification"
        method = "POST"
        operation_name = "detect_language_text_classification"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/DetectLanguageTextClassification/DetectLanguageTextClassification"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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(
                "detect_language_text_classification 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)
        }
        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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_text_classification_details,
                response_type="DetectLanguageTextClassificationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=detect_language_text_classification_details,
                response_type="DetectLanguageTextClassificationResult",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def get_endpoint(self, endpoint_id, **kwargs):
        """
        Gets an endpoint by identifier


        :param str endpoint_id: (required)
            The OCID of the endpoint.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/get_endpoint.py.html>`__ to see an example of how to use get_endpoint API.
        """
        resource_path = "/endpoints/{endpointId}"
        method = "GET"
        operation_name = "get_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/GetEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "endpointId": 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

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


        :param str model_id: (required)
            unique model OCID.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/get_model.py.html>`__ to see an example of how to use get_model API.
        """
        resource_path = "/models/{modelId}"
        method = "GET"
        operation_name = "get_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/GetModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/get_project.py.html>`__ to see an example of how to use get_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "GET"
        operation_name = "get_project"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/GetProject"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Project",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/get_work_request.py.html>`__ to see an example of how to use get_work_request API.
        """
        resource_path = "/workRequests/{workRequestId}"
        method = "GET"
        operation_name = "get_work_request"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/WorkRequest/GetWorkRequest"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="WorkRequest",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def list_endpoints(self, compartment_id, **kwargs):
        """
        Returns a list of Endpoints.


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

        :param str endpoint_id: (optional)
            The OCID of the endpoint.

        :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 str model_id: (optional)
            The ID of the trained model for which to list the endpoints.

        :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 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/list_endpoints.py.html>`__ to see an example of how to use list_endpoints API.
        """
        resource_path = "/endpoints"
        method = "GET"
        operation_name = "list_endpoints"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/ListEndpoints"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "endpoint_id",
            "project_id",
            "display_name",
            "model_id",
            "lifecycle_state",
            "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_endpoints 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,
            "endpointId": kwargs.get("endpoint_id", missing),
            "projectId": kwargs.get("project_id", missing),
            "displayName": kwargs.get("display_name", missing),
            "modelId": kwargs.get("model_id", missing),
            "lifecycleState": kwargs.get("lifecycle_state", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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="EndpointCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="EndpointCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def list_evaluation_results(self, model_id, **kwargs):
        """
        Get a (paginated) list of evaluation results for a given model.


        :param str model_id: (required)
            unique model OCID.

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

        :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 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/list_evaluation_results.py.html>`__ to see an example of how to use list_evaluation_results API.
        """
        resource_path = "/models/{modelId}/evaluationResults"
        method = "GET"
        operation_name = "list_evaluation_results"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/EvaluationResultCollection/ListEvaluationResults"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "limit",
            "page"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_evaluation_results 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))

        query_params = {
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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="EvaluationResultCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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="EvaluationResultCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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 model_id: (optional)
            unique model OCID.

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/list_models.py.html>`__ to see an example of how to use list_models API.
        """
        resource_path = "/models"
        method = "GET"
        operation_name = "list_models"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/ListModels"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "model_id",
            "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,
            "modelId": kwargs.get("model_id", missing),
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ModelCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

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

        :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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/list_projects.py.html>`__ to see an example of how to use list_projects API.
        """
        resource_path = "/projects"
        method = "GET"
        operation_name = "list_projects"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/ListProjects"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "lifecycle_state",
            "display_name",
            "limit",
            "page",
            "project_id",
            "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 = ["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,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "projectId": kwargs.get("project_id", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ProjectCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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 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 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/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"
        operation_name = "list_work_request_errors"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/WorkRequestError/ListWorkRequestErrors"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit",
            "sort_order",
            "sort_by"
        ]
        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))

        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 = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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 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 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/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"
        operation_name = "list_work_request_logs"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/WorkRequestLog/ListWorkRequestLogs"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit",
            "sort_order",
            "sort_by"
        ]
        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))

        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 = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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="WorkRequestLogCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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="WorkRequestLogCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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 str resource_id: (optional)
            The ID of the resource for which list workrequests.

        :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 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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.87.0/ailanguage/list_work_requests.py.html>`__ to see an example of how to use list_work_requests API.
        """
        resource_path = "/workRequests"
        method = "GET"
        operation_name = "list_work_requests"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/WorkRequest/ListWorkRequests"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "work_request_id",
            "opc_request_id",
            "page",
            "limit",
            "resource_id",
            "sort_order",
            "sort_by"
        ]
        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))

        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,
            "workRequestId": kwargs.get("work_request_id", missing),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "resourceId": kwargs.get("resource_id", 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestSummaryCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    def update_endpoint(self, endpoint_id, update_endpoint_details, **kwargs):
        """
        Update the Endpoint identified by the id


        :param str endpoint_id: (required)
            The OCID of the endpoint.

        :param oci.ai_language.models.UpdateEndpointDetails update_endpoint_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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/update_endpoint.py.html>`__ to see an example of how to use update_endpoint API.
        """
        resource_path = "/endpoints/{endpointId}"
        method = "PUT"
        operation_name = "update_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Endpoint/UpdateEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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_endpoint got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "endpointId": 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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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_endpoint_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_endpoint_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

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


        :param str model_id: (required)
            unique model OCID.

        :param oci.ai_language.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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/update_model.py.html>`__ to see an example of how to use update_model API.
        """
        resource_path = "/models/{modelId}"
        method = "PUT"
        operation_name = "update_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Model/UpdateModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)

    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_language.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. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            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`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :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/2.87.0/ailanguage/update_project.py.html>`__ to see an example of how to use update_project API.
        """
        resource_path = "/projects/{projectId}"
        method = "PUT"
        operation_name = "update_project"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/language/20221001/Project/UpdateProject"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "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.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
        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,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link)
