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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def search_profiles( self, parent, request_metadata, profile_query=None, page_size=None, offset=None, disable_spell_check=None, order_by=None, case_sensitive_sort=None, histogram_queries=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ):
 """ Searches for profiles within a tenant. For example, search by raw queries "software engineer in Mountain View" or search by structured filters (location filter, education filter, etc.). See ``SearchProfilesRequest`` for more information. Example: Args: parent (str):
 Required. The resource name of the tenant to search within. The format is "projects/{project\_id}/tenants/{tenant\_id}", for example, "projects/api-test-project/tenants/foo". request_metadata (Union[dict, ~google.cloud.talent_v4beta1.types.RequestMetadata]):
 Required. The meta information collected about the profile search user. This is used to improve the search quality of the service. These values are provided by users, and must be precise and consistent. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.talent_v4beta1.types.RequestMetadata` profile_query (Union[dict, ~google.cloud.talent_v4beta1.types.ProfileQuery]):
 Optional. Search query to execute. See ``ProfileQuery`` for more details. If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.talent_v4beta1.types.ProfileQuery` page_size (int):
 The maximum number of resources contained in the underlying API response. If page streaming is performed per- resource, this parameter does not affect the return value. If page streaming is performed per-page, this determines the maximum number of resources in a page. offset (int):
 Optional. An integer that specifies the current offset (that is, starting result) in search results. This field is only considered if ``page_token`` is unset. The maximum allowed value is 5000. Otherwise an error is thrown. For example, 0 means to search from the first profile, and 10 means to search from the 11th profile. This can be used for pagination, for example pageSize = 10 and offset = 10 means to search from the second page. disable_spell_check (bool):
 Optional. This flag controls the spell-check feature. If ``false``, the service attempts to correct a misspelled query. For example, "enginee" is corrected to "engineer". order_by (str):
 Optional. The criteria that determines how search results are sorted. Defaults is "relevance desc" if no value is specified. Supported options are: - "relevance desc": By descending relevance, as determined by the API algorithms. - "update\_date desc": Sort by ``Profile.update_date`` in descending order (recently updated profiles first). - "create\_date desc": Sort by ``Profile.create_date`` in descending order (recently created profiles first). - "first\_name": Sort by ``PersonStrcuturedName.given_name`` in ascending order. - "first\_name desc": Sort by ``PersonStrcuturedName.given_name`` in descending order. - "last\_name": Sort by ``PersonStrcuturedName.family_name`` in ascending order. - "last\_name desc": Sort by ``PersonStrcuturedName.family_name`` in ascending order. case_sensitive_sort (bool):
 Optional. When sort by field is based on alphabetical order, sort values case sensitively (based on ASCII) when the value is set to true. Default value is case in-sensitive sort (false). histogram_queries (list[Union[dict, ~google.cloud.talent_v4beta1.types.HistogramQuery]]):
 Optional. A list of expressions specifies histogram requests against matching profiles for ``SearchProfilesRequest``. The expression syntax looks like a function definition with optional parameters. Function syntax: function\_name(histogram\_facet[, list of buckets]) Data types: - Histogram facet: facet names with format [a-zA-Z][a-zA-Z0-9\_]+. - String: string like "any string with backslash escape for quote(")." - Number: whole number and floating point number like 10, -1 and -0.01. - List: list of elements with comma(,) separator surrounded by square brackets. For example, [1, 2, 3] and ["one", "two", "three"]. Built-in constants: - MIN (minimum number similar to java Double.MIN\_VALUE) - MAX (maximum number similar to java Double.MAX\_VALUE) Built-in functions: - bucket(start, end[, label]) Bucket build-in function creates a bucket with range of \`start, end). Note that the end is exclusive. For example, bucket(1, MAX, "positive number") or bucket(1, 10). Histogram Facets: - admin1: Admin1 is a global placeholder for referring to state, province, or the particular term a country uses to define the geographic structure below the country level. Examples include states codes such as "CA", "IL", "NY", and provinces, such as "BC". - locality: Locality is a global placeholder for referring to city, town, or the particular term a country uses to define the geographic structure below the admin1 level. Examples include city names such as "Mountain View" and "New York". - extended\_locality: Extended locality is concatenated version of admin1 and locality with comma separator. For example, "Mountain View, CA" and "New York, NY". - postal\_code: Postal code of profile which follows locale code. - country: Country code (ISO-3166-1 alpha-2 code) of profile, such as US, JP, GB. - job\_title: Normalized job titles specified in EmploymentHistory. - company\_name: Normalized company name of profiles to match on. - institution: The school name. For example, "MIT", "University of California, Berkeley" - degree: Highest education degree in ISCED code. Each value in degree covers specific level of education, without any expansion to upper nor lower levels of education degree. - experience\_in\_months: experience in months. 0 means 0 month to 1 month (exclusive). - application\_date: The application date specifies application start dates. See [ApplicationDateFilter\` for more details. - application\_outcome\_reason: The application outcome reason specifies the outcome reasons of job application. See ``ApplicationOutcomeReasonFilter`` for more details. - application\_last\_stage: The application last stage specifies the last stage of job application. See ``ApplicationLastStageFilter`` for more details. - application\_job\_title: The application job title specifies the job applied for in the application. See ``ApplicationJobFilter`` for more details. - application\_status: The application status specifies the status of job application. See ``ApplicationStatusFilter`` for more details. - hirable\_status: Hirable status specifies the profile's hirable status. - string\_custom\_attribute: String custom attributes. Values can be accessed via square bracket notation like string\_custom\_attribute["key1"]. - numeric\_custom\_attribute: Numeric custom attributes. Values can be accessed via square bracket notation like numeric\_custom\_attribute["key1"]. Example expressions: - count(admin1) - count(experience\_in\_months, [bucket(0, 12, "1 year"), bucket(12, 36, "1-3 years"), bucket(36, MAX, "3+ years")]) - count(string\_custom\_attribute["assigned\_recruiter"]) - count(numeric\_custom\_attribute["favorite\_number"], [bucket(MIN, 0, "negative"), bucket(0, MAX, "non-negative")]) If a dict is provided, it must be of the same form as the protobuf message :class:`~google.cloud.talent_v4beta1.types.HistogramQuery` retry (Optional[google.api_core.retry.Retry]):
 A retry object used to retry requests. If ``None`` is specified, requests will not be retried. timeout (Optional[float]):
 The amount of time, in seconds, to wait for the request to complete. Note that if ``retry`` is specified, the timeout applies to each individual attempt. metadata (Optional[Sequence[Tuple[str, str]]]):
 Additional metadata that is provided to the method. Returns: A :class:`~google.gax.PageIterator` instance. By default, this is an iterable of :class:`~google.cloud.talent_v4beta1.types.HistogramQueryResult` instances. This object can also be configured to iterate over the pages of the response through the `options` parameter. Raises: google.api_core.exceptions.GoogleAPICallError: If the request failed for any reason. google.api_core.exceptions.RetryError: If the request failed due to a retryable error and retry attempts failed. ValueError: If the parameters are invalid. """

        # Wrap the transport method to add retry and timeout logic.
        if "search_profiles" not in self._inner_api_calls:
            self._inner_api_calls[
                "search_profiles"
            ] = google.api_core.gapic_v1.method.wrap_method(
                self.transport.search_profiles,
                default_retry=self._method_configs["SearchProfiles"].retry,
                default_timeout=self._method_configs["SearchProfiles"].timeout,
                client_info=self._client_info,
            )

        request = profile_service_pb2.SearchProfilesRequest(
            parent=parent,
            request_metadata=request_metadata,
            profile_query=profile_query,
            page_size=page_size,
            offset=offset,
            disable_spell_check=disable_spell_check,
            order_by=order_by,
            case_sensitive_sort=case_sensitive_sort,
            histogram_queries=histogram_queries,
        )
        iterator = google.api_core.page_iterator.GRPCIterator(
            client=None,
            method=functools.partial(
                self._inner_api_calls["search_profiles"],
                retry=retry,
                timeout=timeout,
                metadata=metadata,
            ),
            request=request,
            items_field="histogram_query_results",
            request_token_field="page_token",
            response_token_field="next_page_token",
        )
        return iterator