{-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE NamedFieldPuns #-} {-# LANGUAGE OverloadedStrings #-} {-# LANGUAGE RecordWildCards #-} {-# LANGUAGE StrictData #-} {-# LANGUAGE TypeFamilies #-} {-# LANGUAGE NoImplicitPrelude #-} {-# OPTIONS_GHC -fno-warn-unused-binds #-} {-# OPTIONS_GHC -fno-warn-unused-imports #-} {-# OPTIONS_GHC -fno-warn-unused-matches #-} -- Derived from AWS service descriptions, licensed under Apache 2.0. -- | -- Module : Amazonka.SageMaker.ListHyperParameterTuningJobs -- Copyright : (c) 2013-2023 Brendan Hay -- License : Mozilla Public License, v. 2.0. -- Maintainer : Brendan Hay -- Stability : auto-generated -- Portability : non-portable (GHC extensions) -- -- Gets a list of HyperParameterTuningJobSummary objects that describe the -- hyperparameter tuning jobs launched in your account. -- -- This operation returns paginated results. module Amazonka.SageMaker.ListHyperParameterTuningJobs ( -- * Creating a Request ListHyperParameterTuningJobs (..), newListHyperParameterTuningJobs, -- * Request Lenses listHyperParameterTuningJobs_creationTimeAfter, listHyperParameterTuningJobs_creationTimeBefore, listHyperParameterTuningJobs_lastModifiedTimeAfter, listHyperParameterTuningJobs_lastModifiedTimeBefore, listHyperParameterTuningJobs_maxResults, listHyperParameterTuningJobs_nameContains, listHyperParameterTuningJobs_nextToken, listHyperParameterTuningJobs_sortBy, listHyperParameterTuningJobs_sortOrder, listHyperParameterTuningJobs_statusEquals, -- * Destructuring the Response ListHyperParameterTuningJobsResponse (..), newListHyperParameterTuningJobsResponse, -- * Response Lenses listHyperParameterTuningJobsResponse_nextToken, listHyperParameterTuningJobsResponse_httpStatus, listHyperParameterTuningJobsResponse_hyperParameterTuningJobSummaries, ) where import qualified Amazonka.Core as Core import qualified Amazonka.Core.Lens.Internal as Lens import qualified Amazonka.Data as Data import qualified Amazonka.Prelude as Prelude import qualified Amazonka.Request as Request import qualified Amazonka.Response as Response import Amazonka.SageMaker.Types -- | /See:/ 'newListHyperParameterTuningJobs' smart constructor. data ListHyperParameterTuningJobs = ListHyperParameterTuningJobs' { -- | A filter that returns only tuning jobs that were created after the -- specified time. creationTimeAfter :: Prelude.Maybe Data.POSIX, -- | A filter that returns only tuning jobs that were created before the -- specified time. creationTimeBefore :: Prelude.Maybe Data.POSIX, -- | A filter that returns only tuning jobs that were modified after the -- specified time. lastModifiedTimeAfter :: Prelude.Maybe Data.POSIX, -- | A filter that returns only tuning jobs that were modified before the -- specified time. lastModifiedTimeBefore :: Prelude.Maybe Data.POSIX, -- | The maximum number of tuning jobs to return. The default value is 10. maxResults :: Prelude.Maybe Prelude.Natural, -- | A string in the tuning job name. This filter returns only tuning jobs -- whose name contains the specified string. nameContains :: Prelude.Maybe Prelude.Text, -- | If the result of the previous @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. nextToken :: Prelude.Maybe Prelude.Text, -- | The field to sort results by. The default is @Name@. sortBy :: Prelude.Maybe HyperParameterTuningJobSortByOptions, -- | The sort order for results. The default is @Ascending@. sortOrder :: Prelude.Maybe SortOrder, -- | A filter that returns only tuning jobs with the specified status. statusEquals :: Prelude.Maybe HyperParameterTuningJobStatus } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'ListHyperParameterTuningJobs' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'creationTimeAfter', 'listHyperParameterTuningJobs_creationTimeAfter' - A filter that returns only tuning jobs that were created after the -- specified time. -- -- 'creationTimeBefore', 'listHyperParameterTuningJobs_creationTimeBefore' - A filter that returns only tuning jobs that were created before the -- specified time. -- -- 'lastModifiedTimeAfter', 'listHyperParameterTuningJobs_lastModifiedTimeAfter' - A filter that returns only tuning jobs that were modified after the -- specified time. -- -- 'lastModifiedTimeBefore', 'listHyperParameterTuningJobs_lastModifiedTimeBefore' - A filter that returns only tuning jobs that were modified before the -- specified time. -- -- 'maxResults', 'listHyperParameterTuningJobs_maxResults' - The maximum number of tuning jobs to return. The default value is 10. -- -- 'nameContains', 'listHyperParameterTuningJobs_nameContains' - A string in the tuning job name. This filter returns only tuning jobs -- whose name contains the specified string. -- -- 'nextToken', 'listHyperParameterTuningJobs_nextToken' - If the result of the previous @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. -- -- 'sortBy', 'listHyperParameterTuningJobs_sortBy' - The field to sort results by. The default is @Name@. -- -- 'sortOrder', 'listHyperParameterTuningJobs_sortOrder' - The sort order for results. The default is @Ascending@. -- -- 'statusEquals', 'listHyperParameterTuningJobs_statusEquals' - A filter that returns only tuning jobs with the specified status. newListHyperParameterTuningJobs :: ListHyperParameterTuningJobs newListHyperParameterTuningJobs = ListHyperParameterTuningJobs' { creationTimeAfter = Prelude.Nothing, creationTimeBefore = Prelude.Nothing, lastModifiedTimeAfter = Prelude.Nothing, lastModifiedTimeBefore = Prelude.Nothing, maxResults = Prelude.Nothing, nameContains = Prelude.Nothing, nextToken = Prelude.Nothing, sortBy = Prelude.Nothing, sortOrder = Prelude.Nothing, statusEquals = Prelude.Nothing } -- | A filter that returns only tuning jobs that were created after the -- specified time. listHyperParameterTuningJobs_creationTimeAfter :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.UTCTime) listHyperParameterTuningJobs_creationTimeAfter = Lens.lens (\ListHyperParameterTuningJobs' {creationTimeAfter} -> creationTimeAfter) (\s@ListHyperParameterTuningJobs' {} a -> s {creationTimeAfter = a} :: ListHyperParameterTuningJobs) Prelude.. Lens.mapping Data._Time -- | A filter that returns only tuning jobs that were created before the -- specified time. listHyperParameterTuningJobs_creationTimeBefore :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.UTCTime) listHyperParameterTuningJobs_creationTimeBefore = Lens.lens (\ListHyperParameterTuningJobs' {creationTimeBefore} -> creationTimeBefore) (\s@ListHyperParameterTuningJobs' {} a -> s {creationTimeBefore = a} :: ListHyperParameterTuningJobs) Prelude.. Lens.mapping Data._Time -- | A filter that returns only tuning jobs that were modified after the -- specified time. listHyperParameterTuningJobs_lastModifiedTimeAfter :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.UTCTime) listHyperParameterTuningJobs_lastModifiedTimeAfter = Lens.lens (\ListHyperParameterTuningJobs' {lastModifiedTimeAfter} -> lastModifiedTimeAfter) (\s@ListHyperParameterTuningJobs' {} a -> s {lastModifiedTimeAfter = a} :: ListHyperParameterTuningJobs) Prelude.. Lens.mapping Data._Time -- | A filter that returns only tuning jobs that were modified before the -- specified time. listHyperParameterTuningJobs_lastModifiedTimeBefore :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.UTCTime) listHyperParameterTuningJobs_lastModifiedTimeBefore = Lens.lens (\ListHyperParameterTuningJobs' {lastModifiedTimeBefore} -> lastModifiedTimeBefore) (\s@ListHyperParameterTuningJobs' {} a -> s {lastModifiedTimeBefore = a} :: ListHyperParameterTuningJobs) Prelude.. Lens.mapping Data._Time -- | The maximum number of tuning jobs to return. The default value is 10. listHyperParameterTuningJobs_maxResults :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.Natural) listHyperParameterTuningJobs_maxResults = Lens.lens (\ListHyperParameterTuningJobs' {maxResults} -> maxResults) (\s@ListHyperParameterTuningJobs' {} a -> s {maxResults = a} :: ListHyperParameterTuningJobs) -- | A string in the tuning job name. This filter returns only tuning jobs -- whose name contains the specified string. listHyperParameterTuningJobs_nameContains :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.Text) listHyperParameterTuningJobs_nameContains = Lens.lens (\ListHyperParameterTuningJobs' {nameContains} -> nameContains) (\s@ListHyperParameterTuningJobs' {} a -> s {nameContains = a} :: ListHyperParameterTuningJobs) -- | If the result of the previous @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. listHyperParameterTuningJobs_nextToken :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe Prelude.Text) listHyperParameterTuningJobs_nextToken = Lens.lens (\ListHyperParameterTuningJobs' {nextToken} -> nextToken) (\s@ListHyperParameterTuningJobs' {} a -> s {nextToken = a} :: ListHyperParameterTuningJobs) -- | The field to sort results by. The default is @Name@. listHyperParameterTuningJobs_sortBy :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe HyperParameterTuningJobSortByOptions) listHyperParameterTuningJobs_sortBy = Lens.lens (\ListHyperParameterTuningJobs' {sortBy} -> sortBy) (\s@ListHyperParameterTuningJobs' {} a -> s {sortBy = a} :: ListHyperParameterTuningJobs) -- | The sort order for results. The default is @Ascending@. listHyperParameterTuningJobs_sortOrder :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe SortOrder) listHyperParameterTuningJobs_sortOrder = Lens.lens (\ListHyperParameterTuningJobs' {sortOrder} -> sortOrder) (\s@ListHyperParameterTuningJobs' {} a -> s {sortOrder = a} :: ListHyperParameterTuningJobs) -- | A filter that returns only tuning jobs with the specified status. listHyperParameterTuningJobs_statusEquals :: Lens.Lens' ListHyperParameterTuningJobs (Prelude.Maybe HyperParameterTuningJobStatus) listHyperParameterTuningJobs_statusEquals = Lens.lens (\ListHyperParameterTuningJobs' {statusEquals} -> statusEquals) (\s@ListHyperParameterTuningJobs' {} a -> s {statusEquals = a} :: ListHyperParameterTuningJobs) instance Core.AWSPager ListHyperParameterTuningJobs where page rq rs | Core.stop ( rs Lens.^? listHyperParameterTuningJobsResponse_nextToken Prelude.. Lens._Just ) = Prelude.Nothing | Core.stop ( rs Lens.^. listHyperParameterTuningJobsResponse_hyperParameterTuningJobSummaries ) = Prelude.Nothing | Prelude.otherwise = Prelude.Just Prelude.$ rq Prelude.& listHyperParameterTuningJobs_nextToken Lens..~ rs Lens.^? listHyperParameterTuningJobsResponse_nextToken Prelude.. Lens._Just instance Core.AWSRequest ListHyperParameterTuningJobs where type AWSResponse ListHyperParameterTuningJobs = ListHyperParameterTuningJobsResponse request overrides = Request.postJSON (overrides defaultService) response = Response.receiveJSON ( \s h x -> ListHyperParameterTuningJobsResponse' Prelude.<$> (x Data..?> "NextToken") Prelude.<*> (Prelude.pure (Prelude.fromEnum s)) Prelude.<*> ( x Data..?> "HyperParameterTuningJobSummaries" Core..!@ Prelude.mempty ) ) instance Prelude.Hashable ListHyperParameterTuningJobs where hashWithSalt _salt ListHyperParameterTuningJobs' {..} = _salt `Prelude.hashWithSalt` creationTimeAfter `Prelude.hashWithSalt` creationTimeBefore `Prelude.hashWithSalt` lastModifiedTimeAfter `Prelude.hashWithSalt` lastModifiedTimeBefore `Prelude.hashWithSalt` maxResults `Prelude.hashWithSalt` nameContains `Prelude.hashWithSalt` nextToken `Prelude.hashWithSalt` sortBy `Prelude.hashWithSalt` sortOrder `Prelude.hashWithSalt` statusEquals instance Prelude.NFData ListHyperParameterTuningJobs where rnf ListHyperParameterTuningJobs' {..} = Prelude.rnf creationTimeAfter `Prelude.seq` Prelude.rnf creationTimeBefore `Prelude.seq` Prelude.rnf lastModifiedTimeAfter `Prelude.seq` Prelude.rnf lastModifiedTimeBefore `Prelude.seq` Prelude.rnf maxResults `Prelude.seq` Prelude.rnf nameContains `Prelude.seq` Prelude.rnf nextToken `Prelude.seq` Prelude.rnf sortBy `Prelude.seq` Prelude.rnf sortOrder `Prelude.seq` Prelude.rnf statusEquals instance Data.ToHeaders ListHyperParameterTuningJobs where toHeaders = Prelude.const ( Prelude.mconcat [ "X-Amz-Target" Data.=# ( "SageMaker.ListHyperParameterTuningJobs" :: Prelude.ByteString ), "Content-Type" Data.=# ( "application/x-amz-json-1.1" :: Prelude.ByteString ) ] ) instance Data.ToJSON ListHyperParameterTuningJobs where toJSON ListHyperParameterTuningJobs' {..} = Data.object ( Prelude.catMaybes [ ("CreationTimeAfter" Data..=) Prelude.<$> creationTimeAfter, ("CreationTimeBefore" Data..=) Prelude.<$> creationTimeBefore, ("LastModifiedTimeAfter" Data..=) Prelude.<$> lastModifiedTimeAfter, ("LastModifiedTimeBefore" Data..=) Prelude.<$> lastModifiedTimeBefore, ("MaxResults" Data..=) Prelude.<$> maxResults, ("NameContains" Data..=) Prelude.<$> nameContains, ("NextToken" Data..=) Prelude.<$> nextToken, ("SortBy" Data..=) Prelude.<$> sortBy, ("SortOrder" Data..=) Prelude.<$> sortOrder, ("StatusEquals" Data..=) Prelude.<$> statusEquals ] ) instance Data.ToPath ListHyperParameterTuningJobs where toPath = Prelude.const "/" instance Data.ToQuery ListHyperParameterTuningJobs where toQuery = Prelude.const Prelude.mempty -- | /See:/ 'newListHyperParameterTuningJobsResponse' smart constructor. data ListHyperParameterTuningJobsResponse = ListHyperParameterTuningJobsResponse' { -- | If the result of this @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. nextToken :: Prelude.Maybe Prelude.Text, -- | The response's http status code. httpStatus :: Prelude.Int, -- | A list of HyperParameterTuningJobSummary objects that describe the -- tuning jobs that the @ListHyperParameterTuningJobs@ request returned. hyperParameterTuningJobSummaries :: [HyperParameterTuningJobSummary] } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'ListHyperParameterTuningJobsResponse' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'nextToken', 'listHyperParameterTuningJobsResponse_nextToken' - If the result of this @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. -- -- 'httpStatus', 'listHyperParameterTuningJobsResponse_httpStatus' - The response's http status code. -- -- 'hyperParameterTuningJobSummaries', 'listHyperParameterTuningJobsResponse_hyperParameterTuningJobSummaries' - A list of HyperParameterTuningJobSummary objects that describe the -- tuning jobs that the @ListHyperParameterTuningJobs@ request returned. newListHyperParameterTuningJobsResponse :: -- | 'httpStatus' Prelude.Int -> ListHyperParameterTuningJobsResponse newListHyperParameterTuningJobsResponse pHttpStatus_ = ListHyperParameterTuningJobsResponse' { nextToken = Prelude.Nothing, httpStatus = pHttpStatus_, hyperParameterTuningJobSummaries = Prelude.mempty } -- | If the result of this @ListHyperParameterTuningJobs@ request was -- truncated, the response includes a @NextToken@. To retrieve the next set -- of tuning jobs, use the token in the next request. listHyperParameterTuningJobsResponse_nextToken :: Lens.Lens' ListHyperParameterTuningJobsResponse (Prelude.Maybe Prelude.Text) listHyperParameterTuningJobsResponse_nextToken = Lens.lens (\ListHyperParameterTuningJobsResponse' {nextToken} -> nextToken) (\s@ListHyperParameterTuningJobsResponse' {} a -> s {nextToken = a} :: ListHyperParameterTuningJobsResponse) -- | The response's http status code. listHyperParameterTuningJobsResponse_httpStatus :: Lens.Lens' ListHyperParameterTuningJobsResponse Prelude.Int listHyperParameterTuningJobsResponse_httpStatus = Lens.lens (\ListHyperParameterTuningJobsResponse' {httpStatus} -> httpStatus) (\s@ListHyperParameterTuningJobsResponse' {} a -> s {httpStatus = a} :: ListHyperParameterTuningJobsResponse) -- | A list of HyperParameterTuningJobSummary objects that describe the -- tuning jobs that the @ListHyperParameterTuningJobs@ request returned. listHyperParameterTuningJobsResponse_hyperParameterTuningJobSummaries :: Lens.Lens' ListHyperParameterTuningJobsResponse [HyperParameterTuningJobSummary] listHyperParameterTuningJobsResponse_hyperParameterTuningJobSummaries = Lens.lens (\ListHyperParameterTuningJobsResponse' {hyperParameterTuningJobSummaries} -> hyperParameterTuningJobSummaries) (\s@ListHyperParameterTuningJobsResponse' {} a -> s {hyperParameterTuningJobSummaries = a} :: ListHyperParameterTuningJobsResponse) Prelude.. Lens.coerced instance Prelude.NFData ListHyperParameterTuningJobsResponse where rnf ListHyperParameterTuningJobsResponse' {..} = Prelude.rnf nextToken `Prelude.seq` Prelude.rnf httpStatus `Prelude.seq` Prelude.rnf hyperParameterTuningJobSummaries