oci/data_integration/data_integration_client.py

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

from __future__ import absolute_import

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

from oci import retry, 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 data_integration_type_mapping
missing = Sentinel("Missing")


class DataIntegrationClient(object):
    """
    Use the Data Integration API to organize your data integration projects, create data flows, pipelines and tasks, and then publish, schedule, and run tasks that extract, transform, and load data. For more information, see [Data Integration](https://docs.oracle.com/iaas/data-integration/home.htm).
    """

    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.
        """
        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': '/20200430',
            'service_endpoint_template': 'https://dataintegration.{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
        self.base_client = BaseClient("data_integration", config, signer, data_integration_type_mapping, **base_client_init_kwargs)
        self.retry_strategy = kwargs.get('retry_strategy')
        self.circuit_breaker_callback = kwargs.get('circuit_breaker_callback')

    def change_compartment(self, workspace_id, change_compartment_details, **kwargs):
        """
        Moves a workspace to a specified compartment.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.ChangeCompartmentDetails change_compartment_details: (required)
            The information needed to move a workspace to a specified compartment.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the `etag` from a previous GET or POST response for that resource.
            The resource will be updated or deleted only if the `etag` you provide matches the resource's current `etag` value.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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.

        :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`.

        :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/2.53.1/dataintegration/change_compartment.py.html>`__ to see an example of how to use change_compartment API.
        """
        resource_path = "/workspaces/{workspaceId}/actions/changeCompartment"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id
        }

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

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

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

        retry_strategy = self.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_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_compartment_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_compartment_details)

    def create_application(self, workspace_id, create_application_details, **kwargs):
        """
        Creates an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateApplicationDetails create_application_details: (required)
            The details needed to create an application.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_application.py.html>`__ to see an example of how to use create_application API.
        """
        resource_path = "/workspaces/{workspaceId}/applications"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_application_details,
                response_type="Application")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_application_details,
                response_type="Application")

    def create_connection(self, workspace_id, create_connection_details, **kwargs):
        """
        Creates a connection under an existing data asset.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateConnectionDetails create_connection_details: (required)
            The information needed to create a connection.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_connection.py.html>`__ to see an example of how to use create_connection API.
        """
        resource_path = "/workspaces/{workspaceId}/connections"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_connection_details,
                response_type="Connection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_connection_details,
                response_type="Connection")

    def create_connection_validation(self, workspace_id, create_connection_validation_details, **kwargs):
        """
        Creates a connection validation.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateConnectionValidationDetails create_connection_validation_details: (required)
            The information needed to validate a connection.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_connection_validation.py.html>`__ to see an example of how to use create_connection_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/connectionValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_connection_validation_details,
                response_type="ConnectionValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_connection_validation_details,
                response_type="ConnectionValidation")

    def create_data_asset(self, workspace_id, create_data_asset_details, **kwargs):
        """
        Creates a data asset with default connection.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateDataAssetDetails create_data_asset_details: (required)
            The information needed to create a data asset.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_data_asset.py.html>`__ to see an example of how to use create_data_asset API.
        """
        resource_path = "/workspaces/{workspaceId}/dataAssets"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_data_asset_details,
                response_type="DataAsset")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_data_asset_details,
                response_type="DataAsset")

    def create_data_flow(self, workspace_id, create_data_flow_details, **kwargs):
        """
        Creates a new data flow in a project or folder ready for performing data integrations.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateDataFlowDetails create_data_flow_details: (required)
            The details needed to create a new data flow.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_data_flow.py.html>`__ to see an example of how to use create_data_flow API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlows"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_data_flow_details,
                response_type="DataFlow")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_data_flow_details,
                response_type="DataFlow")

    def create_data_flow_validation(self, workspace_id, create_data_flow_validation_details, **kwargs):
        """
        Accepts the data flow definition in the request payload and creates a data flow validation.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateDataFlowValidationDetails create_data_flow_validation_details: (required)
            The information needed to create the data flow validation for the data flow object.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_data_flow_validation.py.html>`__ to see an example of how to use create_data_flow_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlowValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_data_flow_validation_details,
                response_type="DataFlowValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_data_flow_validation_details,
                response_type="DataFlowValidation")

    def create_entity_shape(self, workspace_id, connection_key, schema_resource_name, create_entity_shape_details, **kwargs):
        """
        Creates the data entity shape using the shape from the data asset.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param str schema_resource_name: (required)
            The schema resource name used for retrieving schemas.

        :param oci.data_integration.models.CreateEntityShapeDetails create_entity_shape_details: (required)
            The details needed to create the data entity shape.

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

        :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.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_entity_shape.py.html>`__ to see an example of how to use create_entity_shape API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}/schemas/{schemaResourceName}/entityShapes"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key,
            "schemaResourceName": schema_resource_name
        }

        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),
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "if-match": kwargs.get("if_match", 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_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=create_entity_shape_details,
                response_type="EntityShape")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_entity_shape_details,
                response_type="EntityShape")

    def create_external_publication(self, workspace_id, task_key, create_external_publication_details, **kwargs):
        """
        Publish a DataFlow in a OCI DataFlow application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param oci.data_integration.models.CreateExternalPublicationDetails create_external_publication_details: (required)
            Details needed to publish a task to OCI DataFlow application.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_external_publication.py.html>`__ to see an example of how to use create_external_publication API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublications"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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),
            "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:
            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=create_external_publication_details,
                response_type="ExternalPublication")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_external_publication_details,
                response_type="ExternalPublication")

    def create_external_publication_validation(self, workspace_id, task_key, create_external_publication_validation_details, **kwargs):
        """
        Validates a specific task.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param oci.data_integration.models.CreateExternalPublicationValidationDetails create_external_publication_validation_details: (required)
            The information needed to create a task validation.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_external_publication_validation.py.html>`__ to see an example of how to use create_external_publication_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublicationValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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),
            "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:
            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=create_external_publication_validation_details,
                response_type="ExternalPublicationValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_external_publication_validation_details,
                response_type="ExternalPublicationValidation")

    def create_folder(self, workspace_id, create_folder_details, **kwargs):
        """
        Creates a folder in a project or in another folder, limited to two levels of folders. |
        Folders are used to organize your design-time resources, such as tasks or data flows.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateFolderDetails create_folder_details: (required)
            The details needed to create a folder.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_folder.py.html>`__ to see an example of how to use create_folder API.
        """
        resource_path = "/workspaces/{workspaceId}/folders"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_folder_details,
                response_type="Folder")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_folder_details,
                response_type="Folder")

    def create_function_library(self, workspace_id, create_function_library_details, **kwargs):
        """
        Creates a function library in a project or in another function library, limited to two levels of function libraries. |
        FunctionLibraries are used to organize your design-time resources, such as tasks or data flows.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateFunctionLibraryDetails create_function_library_details: (required)
            The details needed to create a function Library.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_function_library.py.html>`__ to see an example of how to use create_function_library API.
        """
        resource_path = "/workspaces/{workspaceId}/functionLibraries"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_function_library_details,
                response_type="FunctionLibrary")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_function_library_details,
                response_type="FunctionLibrary")

    def create_patch(self, workspace_id, application_key, create_patch_details, **kwargs):
        """
        Creates a patch in an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param oci.data_integration.models.CreatePatchDetails create_patch_details: (required)
            Detailed needed to create a patch in an application.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_patch.py.html>`__ to see an example of how to use create_patch API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/patches"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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),
            "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:
            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=create_patch_details,
                response_type="Patch")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_patch_details,
                response_type="Patch")

    def create_pipeline(self, workspace_id, create_pipeline_details, **kwargs):
        """
        Creates a new pipeline in a project or folder ready for performing task orchestration.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreatePipelineDetails create_pipeline_details: (required)
            The details needed to create a new pipeline.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_pipeline.py.html>`__ to see an example of how to use create_pipeline API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelines"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_pipeline_details,
                response_type="Pipeline")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_pipeline_details,
                response_type="Pipeline")

    def create_pipeline_validation(self, workspace_id, create_pipeline_validation_details, **kwargs):
        """
        Accepts the data flow definition in the request payload and creates a pipeline validation.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreatePipelineValidationDetails create_pipeline_validation_details: (required)
            The information needed to create the data flow validation for the pipeline object.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_pipeline_validation.py.html>`__ to see an example of how to use create_pipeline_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelineValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_pipeline_validation_details,
                response_type="PipelineValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_pipeline_validation_details,
                response_type="PipelineValidation")

    def create_project(self, workspace_id, create_project_details, **kwargs):
        """
        Creates a project. Projects are organizational constructs within a workspace that you use to organize your design-time resources, such as tasks or data flows. Projects can be organized into folders.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateProjectDetails create_project_details: (required)
            The details needed to create a project in a workspace.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_project.py.html>`__ to see an example of how to use create_project API.
        """
        resource_path = "/workspaces/{workspaceId}/projects"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_project_details,
                response_type="Project")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_project_details,
                response_type="Project")

    def create_schedule(self, workspace_id, application_key, create_schedule_details, **kwargs):
        """
        Endpoint to create a new schedule


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param oci.data_integration.models.CreateScheduleDetails create_schedule_details: (required)
            Request body parameter for Schedule details

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_schedule.py.html>`__ to see an example of how to use create_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/schedules"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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),
            "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:
            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=create_schedule_details,
                response_type="Schedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_schedule_details,
                response_type="Schedule")

    def create_task(self, workspace_id, create_task_details, **kwargs):
        """
        Creates a new task ready for performing data integrations. There are specialized types of tasks that include data loader and integration tasks.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateTaskDetails create_task_details: (required)
            The details needed to create a new task.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_task.py.html>`__ to see an example of how to use create_task API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_task_details,
                response_type="Task")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_task_details,
                response_type="Task")

    def create_task_run(self, workspace_id, application_key, create_task_run_details, **kwargs):
        """
        Creates a data integration task run for the specified task.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param oci.data_integration.models.CreateTaskRunDetails create_task_run_details: (required)
            The details needed to create a task run.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_task_run.py.html>`__ to see an example of how to use create_task_run API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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-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:
            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=create_task_run_details,
                response_type="TaskRun")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_task_run_details,
                response_type="TaskRun")

    def create_task_schedule(self, workspace_id, application_key, create_task_schedule_details, **kwargs):
        """
        Endpoint to be used create TaskSchedule.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param oci.data_integration.models.CreateTaskScheduleDetails create_task_schedule_details: (required)
            Request body parameter for TaskSchedule details

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_task_schedule.py.html>`__ to see an example of how to use create_task_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskSchedules"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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),
            "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:
            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=create_task_schedule_details,
                response_type="TaskSchedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_task_schedule_details,
                response_type="TaskSchedule")

    def create_task_validation(self, workspace_id, create_task_validation_details, **kwargs):
        """
        Validates a specific task.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateTaskValidationDetails create_task_validation_details: (required)
            The information needed to create a task validation.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_task_validation.py.html>`__ to see an example of how to use create_task_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/taskValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_task_validation_details,
                response_type="TaskValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_task_validation_details,
                response_type="TaskValidation")

    def create_user_defined_function(self, workspace_id, create_user_defined_function_details, **kwargs):
        """
        Creates a new UserDefinedFunction in a function library ready for performing data integrations.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateUserDefinedFunctionDetails create_user_defined_function_details: (required)
            The details needed to create a new UserDefinedFunction.

        :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.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_user_defined_function.py.html>`__ to see an example of how to use create_user_defined_function API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctions"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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-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:
            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=create_user_defined_function_details,
                response_type="UserDefinedFunction")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_user_defined_function_details,
                response_type="UserDefinedFunction")

    def create_user_defined_function_validation(self, workspace_id, create_user_defined_function_validation_details, **kwargs):
        """
        Accepts the UserDefinedFunction definition in the request payload and creates a UserDefinedFunction validation.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.CreateUserDefinedFunctionValidationDetails create_user_defined_function_validation_details: (required)
            The information needed to create the UserDefinedFunction validation for the UserDefinedFunction object.

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

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/create_user_defined_function_validation.py.html>`__ to see an example of how to use create_user_defined_function_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctionValidations"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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),
            "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:
            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=create_user_defined_function_validation_details,
                response_type="UserDefinedFunctionValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=create_user_defined_function_validation_details,
                response_type="UserDefinedFunctionValidation")

    def create_workspace(self, create_workspace_details, **kwargs):
        """
        Creates a new Data Integration workspace ready for performing data integration tasks. To retrieve the OCID for the new workspace, use the opc-work-request-id returned by this API and call the :func:`get_work_request` API.


        :param oci.data_integration.models.CreateWorkspaceDetails create_workspace_details: (required)
            The information needed to create a new Data Integration workspace.

        :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.

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

        :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`.

        :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/2.53.1/dataintegration/create_workspace.py.html>`__ to see an example of how to use create_workspace API.
        """
        resource_path = "/workspaces"
        method = "POST"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "create_workspace 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:
            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_workspace_details)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_workspace_details)

    def delete_application(self, workspace_id, application_key, **kwargs):
        """
        Removes an application using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_application.py.html>`__ to see an example of how to use delete_application API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

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

    def delete_connection(self, workspace_id, connection_key, **kwargs):
        """
        Removes a connection using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_connection.py.html>`__ to see an example of how to use delete_connection API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key
        }

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

    def delete_connection_validation(self, workspace_id, connection_validation_key, **kwargs):
        """
        Deletes a connection validation.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_validation_key: (required)
            The key of the connection validation.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_connection_validation.py.html>`__ to see an example of how to use delete_connection_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/connectionValidations/{connectionValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionValidationKey": connection_validation_key
        }

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

    def delete_data_asset(self, workspace_id, data_asset_key, **kwargs):
        """
        Removes a data asset using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_asset_key: (required)
            The data asset key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_data_asset.py.html>`__ to see an example of how to use delete_data_asset API.
        """
        resource_path = "/workspaces/{workspaceId}/dataAssets/{dataAssetKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataAssetKey": data_asset_key
        }

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

    def delete_data_flow(self, workspace_id, data_flow_key, **kwargs):
        """
        Removes a data flow from a project or folder using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_flow_key: (required)
            The data flow key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_data_flow.py.html>`__ to see an example of how to use delete_data_flow API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlows/{dataFlowKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataFlowKey": data_flow_key
        }

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

    def delete_data_flow_validation(self, workspace_id, data_flow_validation_key, **kwargs):
        """
        Removes a data flow validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_flow_validation_key: (required)
            The key of the dataflow validation.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_data_flow_validation.py.html>`__ to see an example of how to use delete_data_flow_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlowValidations/{dataFlowValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataFlowValidationKey": data_flow_validation_key
        }

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

    def delete_external_publication(self, workspace_id, task_key, external_publications_key, **kwargs):
        """
        Removes a published object using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param str external_publications_key: (required)
            The external published object key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_external_publication.py.html>`__ to see an example of how to use delete_external_publication API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublications/{externalPublicationsKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key,
            "externalPublicationsKey": external_publications_key
        }

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

    def delete_external_publication_validation(self, workspace_id, task_key, external_publication_validation_key, **kwargs):
        """
        Removes a task validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param str external_publication_validation_key: (required)
            The external published object key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_external_publication_validation.py.html>`__ to see an example of how to use delete_external_publication_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublicationValidations/{externalPublicationValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key,
            "externalPublicationValidationKey": external_publication_validation_key
        }

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

    def delete_folder(self, workspace_id, folder_key, **kwargs):
        """
        Removes a folder from a project using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str folder_key: (required)
            The folder key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_folder.py.html>`__ to see an example of how to use delete_folder API.
        """
        resource_path = "/workspaces/{workspaceId}/folders/{folderKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "folderKey": folder_key
        }

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

    def delete_function_library(self, workspace_id, function_library_key, **kwargs):
        """
        Removes a Function Library from a project using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str function_library_key: (required)
            The functionLibrary key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_function_library.py.html>`__ to see an example of how to use delete_function_library API.
        """
        resource_path = "/workspaces/{workspaceId}/functionLibraries/{functionLibraryKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "functionLibraryKey": function_library_key
        }

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

    def delete_patch(self, workspace_id, application_key, patch_key, **kwargs):
        """
        Removes a patch using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str patch_key: (required)
            The patch key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_patch.py.html>`__ to see an example of how to use delete_patch API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/patches/{patchKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "patchKey": patch_key
        }

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

    def delete_pipeline(self, workspace_id, pipeline_key, **kwargs):
        """
        Removes a pipeline from a project or folder using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str pipeline_key: (required)
            The pipeline key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_pipeline.py.html>`__ to see an example of how to use delete_pipeline API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelines/{pipelineKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "pipelineKey": pipeline_key
        }

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

    def delete_pipeline_validation(self, workspace_id, pipeline_validation_key, **kwargs):
        """
        Removes a pipeline validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str pipeline_validation_key: (required)
            The key of the pipeline validation.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_pipeline_validation.py.html>`__ to see an example of how to use delete_pipeline_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelineValidations/{pipelineValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "pipelineValidationKey": pipeline_validation_key
        }

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

    def delete_project(self, workspace_id, project_key, **kwargs):
        """
        Removes a project from the workspace using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str project_key: (required)
            The project key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_project.py.html>`__ to see an example of how to use delete_project API.
        """
        resource_path = "/workspaces/{workspaceId}/projects/{projectKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "projectKey": project_key
        }

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

    def delete_schedule(self, workspace_id, application_key, schedule_key, **kwargs):
        """
        Endpoint to delete schedule.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str schedule_key: (required)
            Schedule Key

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_schedule.py.html>`__ to see an example of how to use delete_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/schedules/{scheduleKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "scheduleKey": schedule_key
        }

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

    def delete_task(self, workspace_id, task_key, **kwargs):
        """
        Removes a task using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_task.py.html>`__ to see an example of how to use delete_task API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

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

    def delete_task_run(self, workspace_id, application_key, task_run_key, **kwargs):
        """
        Deletes a task run using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_run_key: (required)
            The task run key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_task_run.py.html>`__ to see an example of how to use delete_task_run API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns/{taskRunKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskRunKey": task_run_key
        }

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

    def delete_task_schedule(self, workspace_id, application_key, task_schedule_key, **kwargs):
        """
        Endpoint to delete TaskSchedule.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_schedule_key: (required)
            TaskSchedule Key

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_task_schedule.py.html>`__ to see an example of how to use delete_task_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskSchedules/{taskScheduleKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskScheduleKey": task_schedule_key
        }

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

    def delete_task_validation(self, workspace_id, task_validation_key, **kwargs):
        """
        Removes a task validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_validation_key: (required)
            The task validation key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_task_validation.py.html>`__ to see an example of how to use delete_task_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/taskValidations/{taskValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskValidationKey": task_validation_key
        }

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

    def delete_user_defined_function(self, workspace_id, user_defined_function_key, **kwargs):
        """
        Removes a UserDefinedFunction from a function library using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str user_defined_function_key: (required)
            The user defined function key.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_user_defined_function.py.html>`__ to see an example of how to use delete_user_defined_function API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctions/{userDefinedFunctionKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "userDefinedFunctionKey": user_defined_function_key
        }

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

    def delete_user_defined_function_validation(self, workspace_id, user_defined_function_validation_key, **kwargs):
        """
        Removes a UserDefinedFunction validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str user_defined_function_validation_key: (required)
            The key of the userDefinedFunction validation.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_user_defined_function_validation.py.html>`__ to see an example of how to use delete_user_defined_function_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctionValidations/{userDefinedFunctionValidationKey}"
        method = "DELETE"

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

        path_params = {
            "workspaceId": workspace_id,
            "userDefinedFunctionValidationKey": user_defined_function_validation_key
        }

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

    def delete_workspace(self, workspace_id, **kwargs):
        """
        Deletes a Data Integration workspace resource using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param int quiesce_timeout: (optional)
            Used to set the timeout for Data Integration to gracefully close down any running jobs before stopping the workspace.

        :param bool is_force_operation: (optional)
            Used to force close down the workspace.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

        :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/2.53.1/dataintegration/delete_workspace.py.html>`__ to see an example of how to use delete_workspace API.
        """
        resource_path = "/workspaces/{workspaceId}"
        method = "DELETE"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "quiesce_timeout",
            "is_force_operation",
            "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_workspace got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = {
            "quiesceTimeout": kwargs.get("quiesce_timeout", missing),
            "isForceOperation": kwargs.get("is_force_operation", 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",
            "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:
            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)
        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)

    def get_application(self, workspace_id, application_key, **kwargs):
        """
        Retrieves an application using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_application.py.html>`__ to see an example of how to use get_application API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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:
            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="Application")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Application")

    def get_connection(self, workspace_id, connection_key, **kwargs):
        """
        Retrieves the connection details using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_connection.py.html>`__ to see an example of how to use get_connection API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key
        }

        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:
            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="Connection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Connection")

    def get_connection_validation(self, workspace_id, connection_validation_key, **kwargs):
        """
        Retrieves a connection validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_validation_key: (required)
            The key of the connection validation.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_connection_validation.py.html>`__ to see an example of how to use get_connection_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/connectionValidations/{connectionValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionValidationKey": connection_validation_key
        }

        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:
            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="ConnectionValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="ConnectionValidation")

    def get_count_statistic(self, workspace_id, count_statistic_key, **kwargs):
        """
        Retrieves statistics on a workspace. It returns an object with an array of property values, such as the number of projects, |
               applications, data assets, and so on.


        :param str workspace_id: (required)
            The workspace ID.

        :param str count_statistic_key: (required)
            A unique key of the container object, such as workspace, project, and so on, to count statistics for. The statistics is fetched for the given key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_count_statistic.py.html>`__ to see an example of how to use get_count_statistic API.
        """
        resource_path = "/workspaces/{workspaceId}/countStatistics/{countStatisticKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "countStatisticKey": count_statistic_key
        }

        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:
            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="CountStatistic")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="CountStatistic")

    def get_data_asset(self, workspace_id, data_asset_key, **kwargs):
        """
        Retrieves details of a data asset using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_asset_key: (required)
            The data asset key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_data_asset.py.html>`__ to see an example of how to use get_data_asset API.
        """
        resource_path = "/workspaces/{workspaceId}/dataAssets/{dataAssetKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataAssetKey": data_asset_key
        }

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

    def get_data_entity(self, workspace_id, connection_key, schema_resource_name, data_entity_key, **kwargs):
        """
        Retrieves the data entity details with the given name from live schema.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param str schema_resource_name: (required)
            The schema resource name used for retrieving schemas.

        :param str data_entity_key: (required)
            The key of the data entity.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_data_entity.py.html>`__ to see an example of how to use get_data_entity API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}/schemas/{schemaResourceName}/dataEntities/{dataEntityKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key,
            "schemaResourceName": schema_resource_name,
            "dataEntityKey": data_entity_key
        }

        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:
            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="DataEntity")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DataEntity")

    def get_data_flow(self, workspace_id, data_flow_key, **kwargs):
        """
        Retrieves a data flow using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_flow_key: (required)
            The data flow key.

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

        :param str expand_references: (optional)
            Used to expand references of the object. If value is true, then all referenced objects are expanded. If value is false, then shallow objects are returned in place of references. Default is false. <br><br><B>Example:</B><br> <ul> <li><B>?expandReferences=true</B> returns all objects of type data loader task</li> </ul>

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_data_flow.py.html>`__ to see an example of how to use get_data_flow API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlows/{dataFlowKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataFlowKey": data_flow_key
        }

        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 = {
            "expandReferences": kwargs.get("expand_references", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="DataFlow")
        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="DataFlow")

    def get_data_flow_validation(self, workspace_id, data_flow_validation_key, **kwargs):
        """
        Retrieves a data flow validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_flow_validation_key: (required)
            The key of the dataflow validation.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_data_flow_validation.py.html>`__ to see an example of how to use get_data_flow_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlowValidations/{dataFlowValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataFlowValidationKey": data_flow_validation_key
        }

        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:
            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="DataFlowValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DataFlowValidation")

    def get_dependent_object(self, workspace_id, application_key, dependent_object_key, **kwargs):
        """
        Retrieves the details of a dependent object from an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str dependent_object_key: (required)
            The dependent object key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_dependent_object.py.html>`__ to see an example of how to use get_dependent_object API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/dependentObjects/{dependentObjectKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "dependentObjectKey": dependent_object_key
        }

        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:
            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="DependentObject")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DependentObject")

    def get_external_publication(self, workspace_id, task_key, external_publications_key, **kwargs):
        """
        Retrieves a publshed object in an task using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param str external_publications_key: (required)
            The external published object key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_external_publication.py.html>`__ to see an example of how to use get_external_publication API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublications/{externalPublicationsKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key,
            "externalPublicationsKey": external_publications_key
        }

        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:
            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="ExternalPublication")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="ExternalPublication")

    def get_external_publication_validation(self, workspace_id, task_key, external_publication_validation_key, **kwargs):
        """
        Retrieves an external publication validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param str external_publication_validation_key: (required)
            The external published object key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_external_publication_validation.py.html>`__ to see an example of how to use get_external_publication_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublicationValidations/{externalPublicationValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key,
            "externalPublicationValidationKey": external_publication_validation_key
        }

        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:
            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="ExternalPublicationValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="ExternalPublicationValidation")

    def get_folder(self, workspace_id, folder_key, **kwargs):
        """
        Retrieves a folder using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str folder_key: (required)
            The folder key.

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

        :param list[str] projection: (optional)
            This parameter allows users to specify which view of the object to return. CHILD_COUNT_STATISTICS - This option is used to get statistics on immediate children of the object by their type.

            Allowed values are: "CHILD_COUNT_STATISTICS"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_folder.py.html>`__ to see an example of how to use get_folder API.
        """
        resource_path = "/workspaces/{workspaceId}/folders/{folderKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "folderKey": folder_key
        }

        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 'projection' in kwargs:
            projection_allowed_values = ["CHILD_COUNT_STATISTICS"]
            for projection_item in kwargs['projection']:
                if projection_item not in projection_allowed_values:
                    raise ValueError(
                        "Invalid value for `projection`, must be one of {0}".format(projection_allowed_values)
                    )

        query_params = {
            "projection": self.base_client.generate_collection_format_param(kwargs.get("projection", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="Folder")
        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="Folder")

    def get_function_library(self, workspace_id, function_library_key, **kwargs):
        """
        Retrieves a Function Library using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str function_library_key: (required)
            The functionLibrary key.

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

        :param list[str] projection: (optional)
            This parameter allows users to specify which view of the object to return. CHILD_COUNT_STATISTICS - This option is used to get statistics on immediate children of the object by their type.

            Allowed values are: "CHILD_COUNT_STATISTICS"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_function_library.py.html>`__ to see an example of how to use get_function_library API.
        """
        resource_path = "/workspaces/{workspaceId}/functionLibraries/{functionLibraryKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "functionLibraryKey": function_library_key
        }

        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 'projection' in kwargs:
            projection_allowed_values = ["CHILD_COUNT_STATISTICS"]
            for projection_item in kwargs['projection']:
                if projection_item not in projection_allowed_values:
                    raise ValueError(
                        "Invalid value for `projection`, must be one of {0}".format(projection_allowed_values)
                    )

        query_params = {
            "projection": self.base_client.generate_collection_format_param(kwargs.get("projection", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="FunctionLibrary")
        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="FunctionLibrary")

    def get_patch(self, workspace_id, application_key, patch_key, **kwargs):
        """
        Retrieves a patch in an application using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str patch_key: (required)
            The patch key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_patch.py.html>`__ to see an example of how to use get_patch API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/patches/{patchKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "patchKey": patch_key
        }

        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:
            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="Patch")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Patch")

    def get_pipeline(self, workspace_id, pipeline_key, **kwargs):
        """
        Retrieves a pipeline using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str pipeline_key: (required)
            The pipeline key.

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

        :param str expand_references: (optional)
            Used to expand references of the object. If value is true, then all referenced objects are expanded. If value is false, then shallow objects are returned in place of references. Default is false. <br><br><B>Example:</B><br> <ul> <li><B>?expandReferences=true</B> returns all objects of type data loader task</li> </ul>

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_pipeline.py.html>`__ to see an example of how to use get_pipeline API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelines/{pipelineKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "pipelineKey": pipeline_key
        }

        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 = {
            "expandReferences": kwargs.get("expand_references", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="Pipeline")
        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="Pipeline")

    def get_pipeline_validation(self, workspace_id, pipeline_validation_key, **kwargs):
        """
        Retrieves a pipeline validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str pipeline_validation_key: (required)
            The key of the pipeline validation.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_pipeline_validation.py.html>`__ to see an example of how to use get_pipeline_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelineValidations/{pipelineValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "pipelineValidationKey": pipeline_validation_key
        }

        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:
            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="PipelineValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="PipelineValidation")

    def get_project(self, workspace_id, project_key, **kwargs):
        """
        Retrieves a project using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str project_key: (required)
            The project key.

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

        :param list[str] projection: (optional)
            This parameter allows users to specify which view of the object to return. CHILD_COUNT_STATISTICS - This option is used to get statistics on immediate children of the object by their type.

            Allowed values are: "CHILD_COUNT_STATISTICS"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_project.py.html>`__ to see an example of how to use get_project API.
        """
        resource_path = "/workspaces/{workspaceId}/projects/{projectKey}"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "projection"
        ]
        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 = {
            "workspaceId": workspace_id,
            "projectKey": project_key
        }

        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 'projection' in kwargs:
            projection_allowed_values = ["CHILD_COUNT_STATISTICS"]
            for projection_item in kwargs['projection']:
                if projection_item not in projection_allowed_values:
                    raise ValueError(
                        "Invalid value for `projection`, must be one of {0}".format(projection_allowed_values)
                    )

        query_params = {
            "projection": self.base_client.generate_collection_format_param(kwargs.get("projection", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="Project")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="Project")

    def get_published_object(self, workspace_id, application_key, published_object_key, **kwargs):
        """
        Retrieves the details of a published object from an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str published_object_key: (required)
            The published object key.

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

        :param str expand_references: (optional)
            Used to expand references of the object. If value is true, then all referenced objects are expanded. If value is false, then shallow objects are returned in place of references. Default is false. <br><br><B>Example:</B><br> <ul> <li><B>?expandReferences=true</B> returns all objects of type data loader task</li> </ul>

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_published_object.py.html>`__ to see an example of how to use get_published_object API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/publishedObjects/{publishedObjectKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "publishedObjectKey": published_object_key
        }

        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 = {
            "expandReferences": kwargs.get("expand_references", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="PublishedObject")
        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="PublishedObject")

    def get_reference(self, workspace_id, application_key, reference_key, **kwargs):
        """
        Retrieves a reference in an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str reference_key: (required)
            The reference key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_reference.py.html>`__ to see an example of how to use get_reference API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/references/{referenceKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "referenceKey": reference_key
        }

        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:
            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="Reference")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Reference")

    def get_schedule(self, workspace_id, application_key, schedule_key, **kwargs):
        """
        Retrieves schedule by schedule key


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str schedule_key: (required)
            Schedule Key

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_schedule.py.html>`__ to see an example of how to use get_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/schedules/{scheduleKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "scheduleKey": schedule_key
        }

        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:
            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="Schedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Schedule")

    def get_schema(self, workspace_id, connection_key, schema_resource_name, **kwargs):
        """
        Retrieves a schema that can be accessed using the specified connection.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param str schema_resource_name: (required)
            The schema resource name used for retrieving schemas.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_schema.py.html>`__ to see an example of how to use get_schema API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}/schemas/{schemaResourceName}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key,
            "schemaResourceName": schema_resource_name
        }

        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:
            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="Schema")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Schema")

    def get_task(self, workspace_id, task_key, **kwargs):
        """
        Retrieves a task using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

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

        :param str expand_references: (optional)
            Used to expand references of the object. If value is true, then all referenced objects are expanded. If value is false, then shallow objects are returned in place of references. Default is false. <br><br><B>Example:</B><br> <ul> <li><B>?expandReferences=true</B> returns all objects of type data loader task</li> </ul>

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_task.py.html>`__ to see an example of how to use get_task API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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 = {
            "expandReferences": kwargs.get("expand_references", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="Task")
        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="Task")

    def get_task_run(self, workspace_id, application_key, task_run_key, **kwargs):
        """
        Retrieves a task run using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_run_key: (required)
            The task run key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_task_run.py.html>`__ to see an example of how to use get_task_run API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns/{taskRunKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskRunKey": task_run_key
        }

        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:
            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="TaskRun")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="TaskRun")

    def get_task_schedule(self, workspace_id, application_key, task_schedule_key, **kwargs):
        """
        Endpoint used to get taskSchedule by its key


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_schedule_key: (required)
            TaskSchedule Key

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_task_schedule.py.html>`__ to see an example of how to use get_task_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskSchedules/{taskScheduleKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskScheduleKey": task_schedule_key
        }

        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:
            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="TaskSchedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="TaskSchedule")

    def get_task_validation(self, workspace_id, task_validation_key, **kwargs):
        """
        Retrieves a task validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_validation_key: (required)
            The task validation key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_task_validation.py.html>`__ to see an example of how to use get_task_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/taskValidations/{taskValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskValidationKey": task_validation_key
        }

        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:
            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="TaskValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="TaskValidation")

    def get_user_defined_function(self, workspace_id, user_defined_function_key, **kwargs):
        """
        Retrieves a UserDefinedFunction using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str user_defined_function_key: (required)
            The user defined function key.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_user_defined_function.py.html>`__ to see an example of how to use get_user_defined_function API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctions/{userDefinedFunctionKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "userDefinedFunctionKey": user_defined_function_key
        }

        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:
            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="UserDefinedFunction")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="UserDefinedFunction")

    def get_user_defined_function_validation(self, workspace_id, user_defined_function_validation_key, **kwargs):
        """
        Retrieves a UserDefinedFunction validation using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

        :param str user_defined_function_validation_key: (required)
            The key of the userDefinedFunction validation.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_user_defined_function_validation.py.html>`__ to see an example of how to use get_user_defined_function_validation API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctionValidations/{userDefinedFunctionValidationKey}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "userDefinedFunctionValidationKey": user_defined_function_validation_key
        }

        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:
            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="UserDefinedFunctionValidation")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="UserDefinedFunctionValidation")

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


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

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_work_request.py.html>`__ to see an example of how to use get_work_request API.
        """
        resource_path = "/workRequests/{workRequestId}"
        method = "GET"

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

        path_params = {
            "workRequestId": work_request_id
        }

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

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

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

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

    def get_workspace(self, workspace_id, **kwargs):
        """
        Retrieves a Data Integration workspace using the specified identifier.


        :param str workspace_id: (required)
            The workspace ID.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/get_workspace.py.html>`__ to see an example of how to use get_workspace API.
        """
        resource_path = "/workspaces/{workspaceId}"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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:
            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="Workspace")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Workspace")

    def list_applications(self, workspace_id, **kwargs):
        """
        Retrieves a list of applications and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str name_contains: (optional)
            This parameter can be used to filter objects by the names that match partially or fully with the given value.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the published object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_applications.py.html>`__ to see an example of how to use list_applications API.
        """
        resource_path = "/workspaces/{workspaceId}/applications"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "name",
            "name_contains",
            "identifier",
            "fields",
            "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_applications got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "name": kwargs.get("name", missing),
            "nameContains": kwargs.get("name_contains", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "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:
            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="ApplicationSummaryCollection")
        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="ApplicationSummaryCollection")

    def list_connection_validations(self, workspace_id, **kwargs):
        """
        Retrieves a list of connection validations within the specified workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param str key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_connection_validations.py.html>`__ to see an example of how to use list_connection_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/connectionValidations"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": kwargs.get("key", missing),
            "name": kwargs.get("name", missing),
            "identifier": kwargs.get("identifier", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="ConnectionValidationSummaryCollection")
        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="ConnectionValidationSummaryCollection")

    def list_connections(self, workspace_id, data_asset_key, **kwargs):
        """
        Retrieves a list of all connections.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_asset_key: (required)
            Used to filter by the data asset key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str type: (optional)
            Type of the object to filter the results with.

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_connections.py.html>`__ to see an example of how to use list_connections API.
        """
        resource_path = "/workspaces/{workspaceId}/connections"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "dataAssetKey": data_asset_key,
            "name": kwargs.get("name", missing),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "type": kwargs.get("type", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="ConnectionSummaryCollection")
        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="ConnectionSummaryCollection")

    def list_data_assets(self, workspace_id, **kwargs):
        """
        Retrieves a list of all data asset summaries.


        :param str workspace_id: (required)
            The workspace ID.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str type: (optional)
            Type of the object to filter the results with.

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

        :param str name: (optional)
            Used to filter by the name of the object.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_data_assets.py.html>`__ to see an example of how to use list_data_assets API.
        """
        resource_path = "/workspaces/{workspaceId}/dataAssets"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "type": kwargs.get("type", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "name": kwargs.get("name", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="DataAssetSummaryCollection")
        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="DataAssetSummaryCollection")

    def list_data_entities(self, workspace_id, connection_key, schema_resource_name, **kwargs):
        """
        Lists a summary of data entities from the data asset using the specified connection.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param str schema_resource_name: (required)
            The schema resource name used for retrieving schemas.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str type: (optional)
            Type of the object to filter the results with.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :param list[str] name_list: (optional)
            Used to filter by the name of the object.

        :param bool is_pattern: (optional)
            This parameter can be used to specify whether entity search type is pattern search or not.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_data_entities.py.html>`__ to see an example of how to use list_data_entities API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}/schemas/{schemaResourceName}/dataEntities"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key,
            "schemaResourceName": schema_resource_name
        }

        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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "name": kwargs.get("name", missing),
            "page": kwargs.get("page", missing),
            "type": kwargs.get("type", missing),
            "limit": kwargs.get("limit", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "nameList": self.base_client.generate_collection_format_param(kwargs.get("name_list", missing), 'multi'),
            "isPattern": kwargs.get("is_pattern", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="DataEntitySummaryCollection")
        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="DataEntitySummaryCollection")

    def list_data_flow_validations(self, workspace_id, **kwargs):
        """
        Retrieves a list of data flow validations within the specified workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param str key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_data_flow_validations.py.html>`__ to see an example of how to use list_data_flow_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlowValidations"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": kwargs.get("key", missing),
            "name": kwargs.get("name", missing),
            "identifier": kwargs.get("identifier", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="DataFlowValidationSummaryCollection")
        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="DataFlowValidationSummaryCollection")

    def list_data_flows(self, workspace_id, **kwargs):
        """
        Retrieves a list of data flows in a project or folder.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str folder_id: (optional)
            Unique key of the folder.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_data_flows.py.html>`__ to see an example of how to use list_data_flows API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlows"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "folder_id",
            "fields",
            "name",
            "identifier",
            "limit",
            "page",
            "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_data_flows got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "folderId": kwargs.get("folder_id", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="DataFlowSummaryCollection")
        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="DataFlowSummaryCollection")

    def list_dependent_objects(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of all dependent objects for a specific application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str name_contains: (optional)
            This parameter can be used to filter objects by the names that match partially or fully with the given value.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the published object.

        :param list[str] type: (optional)
            Used to filter by the object type of the object.
            It can be suffixed with an optional filter operator InSubtree.
            For Data Integration APIs, a filter based on type Task is used.

        :param str type_in_subtree: (optional)
            Used in association with type parameter. If value is true,
            then type all sub types of the given type parameter is considered.
            If value is false, then sub types are not considered. Default is false.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_dependent_objects.py.html>`__ to see an example of how to use list_dependent_objects API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/dependentObjects"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "fields",
            "name",
            "name_contains",
            "identifier",
            "type",
            "type_in_subtree",
            "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_dependent_objects got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "nameContains": kwargs.get("name_contains", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "type": self.base_client.generate_collection_format_param(kwargs.get("type", missing), 'multi'),
            "typeInSubtree": kwargs.get("type_in_subtree", 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:
            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="DependentObjectSummaryCollection")
        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="DependentObjectSummaryCollection")

    def list_external_publication_validations(self, workspace_id, task_key, **kwargs):
        """
        Retrieves a lists of external publication validations in a workspace and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

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

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_external_publication_validations.py.html>`__ to see an example of how to use list_external_publication_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublicationValidations"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "fields",
            "name",
            "identifier",
            "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_external_publication_validations got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="ExternalPublicationValidationSummaryCollection")
        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="ExternalPublicationValidationSummaryCollection")

    def list_external_publications(self, workspace_id, task_key, **kwargs):
        """
        Retrieves a list of external publications in an application and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_external_publications.py.html>`__ to see an example of how to use list_external_publications API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublications"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("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:
            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="ExternalPublicationSummaryCollection")
        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="ExternalPublicationSummaryCollection")

    def list_folders(self, workspace_id, **kwargs):
        """
        Retrieves a list of folders in a project and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str aggregator_key: (optional)
            Used to filter by the project or the folder object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str name_contains: (optional)
            This parameter can be used to filter objects by the names that match partially or fully with the given value.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_folders.py.html>`__ to see an example of how to use list_folders API.
        """
        resource_path = "/workspaces/{workspaceId}/folders"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "aggregator_key",
            "fields",
            "name",
            "name_contains",
            "identifier",
            "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_folders got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "aggregatorKey": kwargs.get("aggregator_key", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "nameContains": kwargs.get("name_contains", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="FolderSummaryCollection")
        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="FolderSummaryCollection")

    def list_function_libraries(self, workspace_id, **kwargs):
        """
        Retrieves a list of function libraries in a project and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str aggregator_key: (optional)
            Used to filter by the project or the folder object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_function_libraries.py.html>`__ to see an example of how to use list_function_libraries API.
        """
        resource_path = "/workspaces/{workspaceId}/functionLibraries"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "aggregator_key",
            "fields",
            "name",
            "identifier",
            "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_function_libraries got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "aggregatorKey": kwargs.get("aggregator_key", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="FunctionLibrarySummaryCollection")
        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="FunctionLibrarySummaryCollection")

    def list_patch_changes(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of patches in an application and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str since_patch: (optional)
            Specifies the patch key to query from.

        :param str to_patch: (optional)
            Specifies the patch key to query to.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_patch_changes.py.html>`__ to see an example of how to use list_patch_changes API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/patchChanges"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "name",
            "since_patch",
            "to_patch",
            "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_patch_changes got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "name": kwargs.get("name", missing),
            "sincePatch": kwargs.get("since_patch", missing),
            "toPatch": kwargs.get("to_patch", 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:
            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="PatchChangeSummaryCollection")
        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="PatchChangeSummaryCollection")

    def list_patches(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of patches in an application and provides options to filter the list. For listing changes based on a period and logical objects changed, see ListPatchChanges API.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the published object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_patches.py.html>`__ to see an example of how to use list_patches API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/patches"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "name",
            "identifier",
            "fields",
            "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_patches got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "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:
            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="PatchSummaryCollection")
        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="PatchSummaryCollection")

    def list_pipeline_validations(self, workspace_id, **kwargs):
        """
        Retrieves a list of pipeline validations within the specified workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param str key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_pipeline_validations.py.html>`__ to see an example of how to use list_pipeline_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelineValidations"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": kwargs.get("key", missing),
            "name": kwargs.get("name", missing),
            "identifier": kwargs.get("identifier", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="PipelineValidationSummaryCollection")
        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="PipelineValidationSummaryCollection")

    def list_pipelines(self, workspace_id, **kwargs):
        """
        Retrieves a list of pipelines in a project or folder from within a workspace, the query parameter specifies the project or folder.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str aggregator_key: (optional)
            Used to filter by the project or the folder object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_pipelines.py.html>`__ to see an example of how to use list_pipelines API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelines"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "aggregator_key",
            "fields",
            "name",
            "identifier",
            "limit",
            "page",
            "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_pipelines got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "aggregatorKey": kwargs.get("aggregator_key", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="PipelineSummaryCollection")
        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="PipelineSummaryCollection")

    def list_projects(self, workspace_id, **kwargs):
        """
        Retrieves a lists of projects in a workspace and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str name_contains: (optional)
            This parameter can be used to filter objects by the names that match partially or fully with the given value.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_projects.py.html>`__ to see an example of how to use list_projects API.
        """
        resource_path = "/workspaces/{workspaceId}/projects"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "fields",
            "name",
            "name_contains",
            "identifier",
            "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_projects got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "nameContains": kwargs.get("name_contains", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="ProjectSummaryCollection")
        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="ProjectSummaryCollection")

    def list_published_objects(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of all the published objects for a specified application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str name_starts_with: (optional)
            This parameter can be used to filter objects by the names starting with the given value.

        :param str name_contains: (optional)
            This parameter can be used to filter objects by the names that match partially or fully with the given value.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the published object.

        :param list[str] type: (optional)
            Used to filter by the object type of the object.
            It can be suffixed with an optional filter operator InSubtree.
            For Data Integration APIs, a filter based on type Task is used.

        :param str type_in_subtree: (optional)
            Used in association with type parameter. If value is true,
            then type all sub types of the given type parameter is considered.
            If value is false, then sub types are not considered. Default is false.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_published_objects.py.html>`__ to see an example of how to use list_published_objects API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/publishedObjects"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "fields",
            "name",
            "name_starts_with",
            "name_contains",
            "identifier",
            "type",
            "type_in_subtree",
            "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_published_objects got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "nameStartsWith": kwargs.get("name_starts_with", missing),
            "nameContains": kwargs.get("name_contains", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "type": self.base_client.generate_collection_format_param(kwargs.get("type", missing), 'multi'),
            "typeInSubtree": kwargs.get("type_in_subtree", 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:
            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="PublishedObjectSummaryCollection")
        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="PublishedObjectSummaryCollection")

    def list_references(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of references in an application. Reference objects are created when dataflows and tasks use objects, such as data assets and connections.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

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

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_references.py.html>`__ to see an example of how to use list_references API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/references"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "limit",
            "page",
            "name",
            "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_references got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "name": kwargs.get("name", 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:
            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="ReferenceSummaryCollection")
        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="ReferenceSummaryCollection")

    def list_schedules(self, workspace_id, application_key, **kwargs):
        """
        Use this endpoint to list schedules.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param list[str] key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] type: (optional)
            Used to filter by the object type of the object. It can be suffixed with an optional filter operator InSubtree. If this operator is not specified, then exact match is considered. <br><br><B>Examples:</B><br> <ul> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=false</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=true</B> returns all objects of type data loader task</li> </ul>

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_schedules.py.html>`__ to see an example of how to use list_schedules API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/schedules"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": self.base_client.generate_collection_format_param(kwargs.get("key", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "type": self.base_client.generate_collection_format_param(kwargs.get("type", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="ScheduleSummaryCollection")
        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="ScheduleSummaryCollection")

    def list_schemas(self, workspace_id, connection_key, schema_resource_name, **kwargs):
        """
        Retrieves a list of all the schemas that can be accessed using the specified connection.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param str schema_resource_name: (required)
            Schema resource name used for retrieving schemas.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

        :param str name: (optional)
            Used to filter by the name of the object.

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

        :param list[str] name_list: (optional)
            Used to filter by the name of the object.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_schemas.py.html>`__ to see an example of how to use list_schemas API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}/schemas"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key
        }

        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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "schemaResourceName": schema_resource_name,
            "name": kwargs.get("name", missing),
            "nameList": self.base_client.generate_collection_format_param(kwargs.get("name_list", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="SchemaSummaryCollection")
        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="SchemaSummaryCollection")

    def list_task_run_logs(self, workspace_id, application_key, task_run_key, **kwargs):
        """
        Gets log entries for task runs using its key.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_run_key: (required)
            The task run key.

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

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

        :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_integration.models.TaskRunLogSummary`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_task_run_logs.py.html>`__ to see an example of how to use list_task_run_logs API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns/{taskRunKey}/logs"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskRunKey": task_run_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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:
            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="list[TaskRunLogSummary]")
        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="list[TaskRunLogSummary]")

    def list_task_runs(self, workspace_id, application_key, **kwargs):
        """
        Retrieves a list of task runs and provides options to filter the list.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

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

        :param list[str] key: (optional)
            Used to filter by the key of the object.

        :param str aggregator_key: (optional)
            Used to filter by the project or the folder object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param list[str] filter: (optional)
            This filter parameter can be used to filter by model specific queryable fields of the object <br><br><B>Examples:-</B><br> <ul> <li><B>?filter=status eq Failed</B> returns all objects that have a status field with value Failed</li> </ul>

        :param str name_starts_with: (optional)
            This parameter can be used to filter objects by the names starting with the given value.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_task_runs.py.html>`__ to see an example of how to use list_task_runs API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "key",
            "aggregator_key",
            "fields",
            "name",
            "identifier",
            "page",
            "limit",
            "sort_order",
            "sort_by",
            "filter",
            "name_starts_with"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                "list_task_runs got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "key": self.base_client.generate_collection_format_param(kwargs.get("key", missing), 'multi'),
            "aggregatorKey": kwargs.get("aggregator_key", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "filter": self.base_client.generate_collection_format_param(kwargs.get("filter", missing), 'multi'),
            "nameStartsWith": kwargs.get("name_starts_with", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="TaskRunSummaryCollection")
        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="TaskRunSummaryCollection")

    def list_task_schedules(self, workspace_id, application_key, **kwargs):
        """
        This endpoint can be used to get the list of all the TaskSchedule objects.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param list[str] key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] type: (optional)
            Used to filter by the object type of the object. It can be suffixed with an optional filter operator InSubtree. If this operator is not specified, then exact match is considered. <br><br><B>Examples:</B><br> <ul> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=false</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=true</B> returns all objects of type data loader task</li> </ul>

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :param bool is_enabled: (optional)
            This filter parameter can be used to filter task schedule by its state.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_task_schedules.py.html>`__ to see an example of how to use list_task_schedules API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskSchedules"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": self.base_client.generate_collection_format_param(kwargs.get("key", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "type": self.base_client.generate_collection_format_param(kwargs.get("type", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "isEnabled": kwargs.get("is_enabled", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="TaskScheduleSummaryCollection")
        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="TaskScheduleSummaryCollection")

    def list_task_validations(self, workspace_id, **kwargs):
        """
        Retrieves a list of task validations within the specified workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param str key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_task_validations.py.html>`__ to see an example of how to use list_task_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/taskValidations"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": kwargs.get("key", missing),
            "name": kwargs.get("name", missing),
            "identifier": kwargs.get("identifier", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="TaskValidationSummaryCollection")
        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="TaskValidationSummaryCollection")

    def list_tasks(self, workspace_id, **kwargs):
        """
        Retrieves a list of all tasks in a specified project or folder.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str folder_id: (optional)
            Unique key of the folder.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] key: (optional)
            Used to filter by the key of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] type: (optional)
            Used to filter by the object type of the object. It can be suffixed with an optional filter operator InSubtree. If this operator is not specified, then exact match is considered. <br><br><B>Examples:</B><br> <ul> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=false</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK</B> returns all objects of type data loader task</li> <li><B>?type=DATA_LOADER_TASK&typeInSubtree=true</B> returns all objects of type data loader task</li> </ul>

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_tasks.py.html>`__ to see an example of how to use list_tasks API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "folder_id",
            "fields",
            "name",
            "key",
            "identifier",
            "type",
            "limit",
            "page",
            "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_tasks got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "folderId": kwargs.get("folder_id", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "key": self.base_client.generate_collection_format_param(kwargs.get("key", missing), 'multi'),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "type": self.base_client.generate_collection_format_param(kwargs.get("type", missing), 'multi'),
            "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:
            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="TaskSummaryCollection")
        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="TaskSummaryCollection")

    def list_user_defined_function_validations(self, workspace_id, **kwargs):
        """
        Retrieves a list of UserDefinedFunctionvalidations within the specified workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param str key: (optional)
            Used to filter by the key of the object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param str identifier: (optional)
            Used to filter by the identifier of the object.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            Allowed values are: "ASC", "DESC"

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_user_defined_function_validations.py.html>`__ to see an example of how to use list_user_defined_function_validations API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctionValidations"
        method = "GET"

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

        path_params = {
            "workspaceId": workspace_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_by' in kwargs:
            sort_by_allowed_values = ["TIME_CREATED", "DISPLAY_NAME"]
            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)
                )

        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)
                )

        query_params = {
            "key": kwargs.get("key", missing),
            "name": kwargs.get("name", missing),
            "identifier": kwargs.get("identifier", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", 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,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="UserDefinedFunctionValidationSummaryCollection")
        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="UserDefinedFunctionValidationSummaryCollection")

    def list_user_defined_functions(self, workspace_id, **kwargs):
        """
        Retrieves a list of UserDefinedFunctions in a function library.


        :param str workspace_id: (required)
            The workspace ID.

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

        :param str function_library_key: (optional)
            Unique key of the FunctionLibrary.

        :param list[str] fields: (optional)
            Specifies the fields to get for an object.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param list[str] identifier: (optional)
            Used to filter by the identifier of the object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_user_defined_functions.py.html>`__ to see an example of how to use list_user_defined_functions API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctions"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "function_library_key",
            "fields",
            "name",
            "identifier",
            "limit",
            "page",
            "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_user_defined_functions got unknown kwargs: {!r}".format(extra_kwargs))

        path_params = {
            "workspaceId": workspace_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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 = {
            "functionLibraryKey": kwargs.get("function_library_key", missing),
            "fields": self.base_client.generate_collection_format_param(kwargs.get("fields", missing), 'multi'),
            "name": kwargs.get("name", missing),
            "identifier": self.base_client.generate_collection_format_param(kwargs.get("identifier", missing), 'multi'),
            "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:
            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="UserDefinedFunctionSummaryCollection")
        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="UserDefinedFunctionSummaryCollection")

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


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

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

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

        :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_integration.models.WorkRequestError`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_work_request_errors.py.html>`__ to see an example of how to use list_work_request_errors API.
        """
        resource_path = "/workRequests/{workRequestId}/workRequestErrors"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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:
            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="list[WorkRequestError]")
        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="list[WorkRequestError]")

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


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

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

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

        :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_integration.models.WorkRequestLogEntry`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_work_request_logs.py.html>`__ to see an example of how to use list_work_request_logs API.
        """
        resource_path = "/workRequests/{workRequestId}/logs"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit",
            "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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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:
            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="list[WorkRequestLogEntry]")
        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="list[WorkRequestLogEntry]")

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


        :param str compartment_id: (required)
            The OCID of the compartment containing the resources you want to list.

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

        :param str workspace_id: (optional)
            DIS workspace id

        :param str work_request_status: (optional)
            The work request status.

            Allowed values are: "ACCEPTED", "IN_PROGRESS", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED"

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

        :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`.

        :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_integration.models.WorkRequestSummary`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_work_requests.py.html>`__ to see an example of how to use list_work_requests API.
        """
        resource_path = "/workRequests"
        method = "GET"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "workspace_id",
            "work_request_status",
            "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_requests got unknown kwargs: {!r}".format(extra_kwargs))

        if 'work_request_status' in kwargs:
            work_request_status_allowed_values = ["ACCEPTED", "IN_PROGRESS", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED"]
            if kwargs['work_request_status'] not in work_request_status_allowed_values:
                raise ValueError(
                    "Invalid value for `work_request_status`, must be one of {0}".format(work_request_status_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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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,
            "workspaceId": kwargs.get("workspace_id", missing),
            "workRequestStatus": kwargs.get("work_request_status", missing),
            "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:
            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="list[WorkRequestSummary]")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="list[WorkRequestSummary]")

    def list_workspaces(self, compartment_id, **kwargs):
        """
        Retrieves a list of Data Integration workspaces.


        :param str compartment_id: (required)
            The OCID of the compartment containing the resources you want to list.

        :param str name: (optional)
            Used to filter by the name of the object.

        :param int limit: (optional)
            Sets the maximum number of results per page, or items to return in a paginated `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value for this parameter is the `opc-next-page` or the `opc-prev-page` response header from the previous `List` call. See `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str lifecycle_state: (optional)
            The lifecycle state of a resource. When specified, the operation only returns resources that match the given lifecycle state. When not specified, all lifecycle states are processed as a match.

            Allowed values are: "CREATING", "ACTIVE", "INACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "STARTING", "STOPPING", "STOPPED"

        :param str sort_order: (optional)
            Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending).

            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 time fields, results are shown in descending order. All other fields default to ascending order. Sorting related parameters are ignored when parameter `query` is present (search operation and sorting order is by relevance score in descending order).

            Allowed values are: "TIME_CREATED", "DISPLAY_NAME"

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

        :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`.

        :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_integration.models.WorkspaceSummary`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/list_workspaces.py.html>`__ to see an example of how to use list_workspaces API.
        """
        resource_path = "/workspaces"
        method = "GET"

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

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["CREATING", "ACTIVE", "INACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "STARTING", "STOPPING", "STOPPED"]
            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 = ["TIME_CREATED", "DISPLAY_NAME"]
            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,
            "name": kwargs.get("name", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

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

        retry_strategy = self.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,
                response_type="list[WorkspaceSummary]")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="list[WorkspaceSummary]")

    def start_workspace(self, workspace_id, **kwargs):
        """
        Starts a workspace.


        :param str workspace_id: (required)
            The workspace 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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.

        :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`.

        :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/2.53.1/dataintegration/start_workspace.py.html>`__ to see an example of how to use start_workspace API.
        """
        resource_path = "/workspaces/{workspaceId}/actions/start"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_id
        }

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

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

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

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

    def stop_workspace(self, workspace_id, **kwargs):
        """
        Stops a workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param int quiesce_timeout: (optional)
            Used to set the timeout for Data Integration to gracefully close down any running jobs before stopping the workspace.

        :param bool is_force_operation: (optional)
            Used to force close down the workspace.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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.

        :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`.

        :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/2.53.1/dataintegration/stop_workspace.py.html>`__ to see an example of how to use stop_workspace API.
        """
        resource_path = "/workspaces/{workspaceId}/actions/stop"
        method = "POST"

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

        path_params = {
            "workspaceId": workspace_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 = {
            "quiesceTimeout": kwargs.get("quiesce_timeout", missing),
            "isForceOperation": kwargs.get("is_force_operation", 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",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.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_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,
                query_params=query_params,
                header_params=header_params)
        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)

    def update_application(self, workspace_id, application_key, update_application_details, **kwargs):
        """
        Updates an application.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param oci.data_integration.models.UpdateApplicationDetails update_application_details: (required)
            The details needed to update an application.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_application.py.html>`__ to see an example of how to use update_application API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key
        }

        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:
            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_application_details,
                response_type="Application")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_application_details,
                response_type="Application")

    def update_connection(self, workspace_id, connection_key, update_connection_details, **kwargs):
        """
        Updates a connection under a data asset.


        :param str workspace_id: (required)
            The workspace ID.

        :param str connection_key: (required)
            The connection key.

        :param oci.data_integration.models.UpdateConnectionDetails update_connection_details: (required)
            The information needed to update a connection.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_connection.py.html>`__ to see an example of how to use update_connection API.
        """
        resource_path = "/workspaces/{workspaceId}/connections/{connectionKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "connectionKey": connection_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_connection_details,
                response_type="Connection")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_connection_details,
                response_type="Connection")

    def update_data_asset(self, workspace_id, data_asset_key, update_data_asset_details, **kwargs):
        """
        Updates a specific data asset with default connection.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_asset_key: (required)
            The data asset key.

        :param oci.data_integration.models.UpdateDataAssetDetails update_data_asset_details: (required)
            The information needed to update a data asset.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_data_asset.py.html>`__ to see an example of how to use update_data_asset API.
        """
        resource_path = "/workspaces/{workspaceId}/dataAssets/{dataAssetKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataAssetKey": data_asset_key
        }

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

    def update_data_flow(self, workspace_id, data_flow_key, update_data_flow_details, **kwargs):
        """
        Updates a specific data flow.


        :param str workspace_id: (required)
            The workspace ID.

        :param str data_flow_key: (required)
            The data flow key.

        :param oci.data_integration.models.UpdateDataFlowDetails update_data_flow_details: (required)
            The details needed to updated a data flow.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_data_flow.py.html>`__ to see an example of how to use update_data_flow API.
        """
        resource_path = "/workspaces/{workspaceId}/dataFlows/{dataFlowKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "dataFlowKey": data_flow_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_data_flow_details,
                response_type="DataFlow")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_data_flow_details,
                response_type="DataFlow")

    def update_external_publication(self, workspace_id, task_key, external_publications_key, update_external_publication_details, **kwargs):
        """
        Updates the external publication object.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param str external_publications_key: (required)
            The external published object key.

        :param oci.data_integration.models.UpdateExternalPublicationDetails update_external_publication_details: (required)
            The information to be updated.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_external_publication.py.html>`__ to see an example of how to use update_external_publication API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}/externalPublications/{externalPublicationsKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key,
            "externalPublicationsKey": external_publications_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_external_publication_details,
                response_type="ExternalPublication")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_external_publication_details,
                response_type="ExternalPublication")

    def update_folder(self, workspace_id, folder_key, update_folder_details, **kwargs):
        """
        Updates a specific folder.


        :param str workspace_id: (required)
            The workspace ID.

        :param str folder_key: (required)
            The folder key.

        :param oci.data_integration.models.UpdateFolderDetails update_folder_details: (required)
            The details needed to update a folder.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_folder.py.html>`__ to see an example of how to use update_folder API.
        """
        resource_path = "/workspaces/{workspaceId}/folders/{folderKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "folderKey": folder_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_folder_details,
                response_type="Folder")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_folder_details,
                response_type="Folder")

    def update_function_library(self, workspace_id, function_library_key, update_function_library_details, **kwargs):
        """
        Updates a specific Function Library.


        :param str workspace_id: (required)
            The workspace ID.

        :param str function_library_key: (required)
            The functionLibrary key.

        :param oci.data_integration.models.UpdateFunctionLibraryDetails update_function_library_details: (required)
            The details needed to update a FunctionL ibrary.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_function_library.py.html>`__ to see an example of how to use update_function_library API.
        """
        resource_path = "/workspaces/{workspaceId}/functionLibraries/{functionLibraryKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "functionLibraryKey": function_library_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_function_library_details,
                response_type="FunctionLibrary")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_function_library_details,
                response_type="FunctionLibrary")

    def update_pipeline(self, workspace_id, pipeline_key, update_pipeline_details, **kwargs):
        """
        Updates a specific pipeline.


        :param str workspace_id: (required)
            The workspace ID.

        :param str pipeline_key: (required)
            The pipeline key.

        :param oci.data_integration.models.UpdatePipelineDetails update_pipeline_details: (required)
            The details needed to updated a pipeline.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_pipeline.py.html>`__ to see an example of how to use update_pipeline API.
        """
        resource_path = "/workspaces/{workspaceId}/pipelines/{pipelineKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "pipelineKey": pipeline_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_pipeline_details,
                response_type="Pipeline")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_pipeline_details,
                response_type="Pipeline")

    def update_project(self, workspace_id, project_key, update_project_details, **kwargs):
        """
        Updates a specific project.


        :param str workspace_id: (required)
            The workspace ID.

        :param str project_key: (required)
            The project key.

        :param oci.data_integration.models.UpdateProjectDetails update_project_details: (required)
            The details needed to update a project.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_project.py.html>`__ to see an example of how to use update_project API.
        """
        resource_path = "/workspaces/{workspaceId}/projects/{projectKey}"
        method = "PUT"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "retry_strategy",
            "opc_request_id",
            "if_match"
        ]
        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 = {
            "workspaceId": workspace_id,
            "projectKey": project_key
        }

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

    def update_reference(self, workspace_id, application_key, reference_key, update_reference_details, **kwargs):
        """
        Updates the application references. For example, to map a data asset to a different target object.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str reference_key: (required)
            The reference key.

        :param oci.data_integration.models.UpdateReferenceDetails update_reference_details: (required)
            The details needed to update the references.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_reference.py.html>`__ to see an example of how to use update_reference API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/references/{referenceKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "referenceKey": reference_key
        }

        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:
            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=update_reference_details,
                response_type="Reference")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_reference_details,
                response_type="Reference")

    def update_schedule(self, workspace_id, application_key, schedule_key, update_schedule_details, **kwargs):
        """
        Endpoint used to update the schedule


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str schedule_key: (required)
            Schedule Key

        :param oci.data_integration.models.UpdateScheduleDetails update_schedule_details: (required)
            Request body parameter for Schedule details

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_schedule.py.html>`__ to see an example of how to use update_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/schedules/{scheduleKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "scheduleKey": schedule_key
        }

        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:
            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_schedule_details,
                response_type="Schedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_schedule_details,
                response_type="Schedule")

    def update_task(self, workspace_id, task_key, update_task_details, **kwargs):
        """
        Updates a specific task. For example, you can update the task description or move the task to a different folder by changing the `aggregatorKey` to a different folder in the registry.


        :param str workspace_id: (required)
            The workspace ID.

        :param str task_key: (required)
            The task key.

        :param oci.data_integration.models.UpdateTaskDetails update_task_details: (required)
            The details needed to update a task.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_task.py.html>`__ to see an example of how to use update_task API.
        """
        resource_path = "/workspaces/{workspaceId}/tasks/{taskKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "taskKey": task_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_task_details,
                response_type="Task")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_task_details,
                response_type="Task")

    def update_task_run(self, workspace_id, application_key, task_run_key, update_task_run_details, **kwargs):
        """
        Updates the status of the task run. For example, aborts a task run.


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_run_key: (required)
            The task run key.

        :param oci.data_integration.models.UpdateTaskRunDetails update_task_run_details: (required)
            The details needed to update the status of a task run.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_task_run.py.html>`__ to see an example of how to use update_task_run API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskRuns/{taskRunKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskRunKey": task_run_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_task_run_details,
                response_type="TaskRunDetails")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_task_run_details,
                response_type="TaskRunDetails")

    def update_task_schedule(self, workspace_id, application_key, task_schedule_key, update_task_schedule_details, **kwargs):
        """
        Endpoint used to update the TaskSchedule


        :param str workspace_id: (required)
            The workspace ID.

        :param str application_key: (required)
            The application key.

        :param str task_schedule_key: (required)
            TaskSchedule Key

        :param oci.data_integration.models.UpdateTaskScheduleDetails update_task_schedule_details: (required)
            Request body parameter for TaskSchedule details

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_task_schedule.py.html>`__ to see an example of how to use update_task_schedule API.
        """
        resource_path = "/workspaces/{workspaceId}/applications/{applicationKey}/taskSchedules/{taskScheduleKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "applicationKey": application_key,
            "taskScheduleKey": task_schedule_key
        }

        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:
            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_task_schedule_details,
                response_type="TaskSchedule")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_task_schedule_details,
                response_type="TaskSchedule")

    def update_user_defined_function(self, workspace_id, user_defined_function_key, update_user_defined_function_details, **kwargs):
        """
        Updates a specific UserDefinedFunction.


        :param str workspace_id: (required)
            The workspace ID.

        :param str user_defined_function_key: (required)
            The user defined function key.

        :param oci.data_integration.models.UpdateUserDefinedFunctionDetails update_user_defined_function_details: (required)
            The details needed to updated a UserDefinedFunction.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned 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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_user_defined_function.py.html>`__ to see an example of how to use update_user_defined_function API.
        """
        resource_path = "/workspaces/{workspaceId}/userDefinedFunctions/{userDefinedFunctionKey}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_id,
            "userDefinedFunctionKey": user_defined_function_key
        }

        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)
        }
        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,
                path_params=path_params,
                header_params=header_params,
                body=update_user_defined_function_details,
                response_type="UserDefinedFunction")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_user_defined_function_details,
                response_type="UserDefinedFunction")

    def update_workspace(self, workspace_id, update_workspace_details, **kwargs):
        """
        Updates the specified Data Integration workspace.


        :param str workspace_id: (required)
            The workspace ID.

        :param oci.data_integration.models.UpdateWorkspaceDetails update_workspace_details: (required)
            The information needed to update the workspace.

        :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.
            When 'if-match' is provided and its value does not exactly match the 'etag' of the resource on the server, the request fails with the 412 response code.

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

        :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`.

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

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.53.1/dataintegration/update_workspace.py.html>`__ to see an example of how to use update_workspace API.
        """
        resource_path = "/workspaces/{workspaceId}"
        method = "PUT"

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

        path_params = {
            "workspaceId": workspace_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:
            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_workspace_details,
                response_type="Workspace")
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_workspace_details,
                response_type="Workspace")