SpECTRE Documentation Coverage Report
Current view: top level - ParallelAlgorithms/ApparentHorizonFinder - FindApparentHorizon.hpp Hit Total Coverage
Commit: 1f2210958b4f38fdc0400907ee7c6d5af5111418 Lines: 1 4 25.0 %
Date: 2025-12-05 05:03:31
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          Line data    Source code
       1           0 : // Distributed under the MIT License.
       2             : // See LICENSE.txt for details.
       3             : 
       4             : #pragma once
       5             : 
       6             : #include <cstddef>
       7             : #include <limits>
       8             : #include <optional>
       9             : #include <type_traits>
      10             : #include <utility>
      11             : #include <vector>
      12             : 
      13             : #include "DataStructures/DataBox/DataBox.hpp"
      14             : #include "DataStructures/DataVector.hpp"
      15             : #include "DataStructures/LinkedMessageId.hpp"
      16             : #include "DataStructures/Tensor/IndexType.hpp"
      17             : #include "DataStructures/Variables.hpp"
      18             : #include "Domain/Creators/Tags/Domain.hpp"
      19             : #include "Domain/FunctionsOfTime/Tags.hpp"
      20             : #include "Domain/Structure/ElementId.hpp"
      21             : #include "IO/Logging/Verbosity.hpp"
      22             : #include "NumericalAlgorithms/Interpolation/IrregularInterpolant.hpp"
      23             : #include "NumericalAlgorithms/Spectral/Mesh.hpp"
      24             : #include "NumericalAlgorithms/SphericalHarmonics/Strahlkorper.hpp"
      25             : #include "Parallel/GlobalCache.hpp"
      26             : #include "ParallelAlgorithms/Actions/FunctionsOfTimeAreReady.hpp"
      27             : #include "ParallelAlgorithms/ApparentHorizonFinder/Callbacks/InvokeCallbacks.hpp"
      28             : #include "ParallelAlgorithms/ApparentHorizonFinder/CleanUp.hpp"
      29             : #include "ParallelAlgorithms/ApparentHorizonFinder/ComputeCoords.hpp"
      30             : #include "ParallelAlgorithms/ApparentHorizonFinder/CurrentTime.hpp"
      31             : #include "ParallelAlgorithms/ApparentHorizonFinder/Destination.hpp"
      32             : #include "ParallelAlgorithms/ApparentHorizonFinder/FastFlow.hpp"
      33             : #include "ParallelAlgorithms/ApparentHorizonFinder/HorizonAliases.hpp"
      34             : #include "ParallelAlgorithms/ApparentHorizonFinder/InterpolateVolumeVars.hpp"
      35             : #include "ParallelAlgorithms/ApparentHorizonFinder/OptionTags.hpp"
      36             : #include "ParallelAlgorithms/ApparentHorizonFinder/Storage.hpp"
      37             : #include "ParallelAlgorithms/ApparentHorizonFinder/Tags.hpp"
      38             : #include "PointwiseFunctions/GeneralRelativity/Tags.hpp"
      39             : #include "Utilities/Algorithm.hpp"
      40             : #include "Utilities/Gsl.hpp"
      41             : #include "Utilities/TMPL.hpp"
      42             : 
      43             : namespace ah {
      44             : namespace detail {
      45             : template <typename Criterion>
      46             : struct get_tags {
      47             :   using type = typename Criterion::compute_tags_for_observation_box;
      48             : };
      49             : }  // namespace detail
      50             : 
      51             : /*!
      52             :  * \brief Simple action run on the horizon finder by the Elements which receives
      53             :  * volume data, finds the apparent horizon, and calls the callbacks after the
      54             :  * horizon is found.
      55             :  *
      56             :  * \details First, the volume variables `ah::vars_to_interpolate_to_target` are
      57             :  * put into the `ah::Tags::Storage`. Then, we try to set the
      58             :  * `ah::Tags::CurrentTime` with the `ah::set_current_time` function. Once we
      59             :  * have a current time, we ensure the functions of time are up-to-date at this
      60             :  * current time with `ah::check_if_current_time_is_ready`. If they are not,
      61             :  * we re-trigger this action with `vars_have_already_been_received` set to
      62             :  * true and not sending any new volume data.
      63             :  *
      64             :  * Once we ensure the functions of time are ready, we compute the cartesian
      65             :  * coordinates for the current fast-flow iteration surface with
      66             :  * `ah::set_current_iteration_coords`. Once we have the coords, we interpolate
      67             :  * the volume date onto these coordinates. After that, we do one iteration of
      68             :  * the `FastFlow` algorithm to get a new surface. If we haven't converged yet,
      69             :  * we compute new cartesian and start another iteration. Once we have converged,
      70             :  * we call the callbacks with `ah::invoke_callbacks` and then clean up the
      71             :  * horizon finer with `ah::clean_up_horizon_finder`. Then we try to set a new
      72             :  * current time and the process starts over again. If `FastFlow` never
      73             :  * converges, we call the `horizon_find_failure_callbacks` from the
      74             :  * \p HorizonMetavars.
      75             :  */
      76             : template <typename HorizonMetavars>
      77           1 : struct FindApparentHorizon {
      78           0 :   using frame = typename HorizonMetavars::frame;
      79             : 
      80             :   template <typename ParallelComponent, typename DbTags, typename Metavariables,
      81             :             typename ArrayIndex>
      82           0 :   static void apply(db::DataBox<DbTags>& box,
      83             :                     Parallel::GlobalCache<Metavariables>& cache,
      84             :                     const ArrayIndex& /*array_index*/,
      85             :                     const LinkedMessageId<double>& incoming_time,
      86             :                     const ElementId<3>& incoming_element_id,
      87             :                     const ::Mesh<3>& incoming_mesh,
      88             :                     Variables<ah::vars_to_interpolate_to_target<3, frame>>&&
      89             :                         incoming_vars_to_interpolate,
      90             :                     const std::optional<std::string>& dependency,
      91             :                     const bool vars_have_already_been_received = false) {
      92             :     const auto& verbosity = db::get<ah::Tags::Verbosity>(box);
      93             :     const bool quiet_print = verbosity >= ::Verbosity::Quiet;
      94             :     const bool verbose_print = verbosity >= ::Verbosity::Verbose;
      95             :     const bool debug_print = verbosity >= ::Verbosity::Debug;
      96             :     const std::string& name = pretty_type::name<HorizonMetavars>();
      97             : 
      98             :     // If we've already completed this horizon find, ignore the volume data and
      99             :     // just return
     100             :     auto& completed_times = db::get_mutable_reference<ah::Tags::CompletedTimes>(
     101             :         make_not_null(&box));
     102             :     if (completed_times.contains(incoming_time)) {
     103             :       if (debug_print) {
     104             :         Parallel::printf(
     105             :             "%s: Received volume data at finished time %s from Element %s. "
     106             :             "Ignoring.\n",
     107             :             name, incoming_time, incoming_element_id);
     108             :       }
     109             :       return;
     110             :     }
     111             : 
     112             :     auto& current_time_optional =
     113             :         db::get_mutable_reference<ah::Tags::CurrentTime>(make_not_null(&box));
     114             :     auto& pending_times =
     115             :         db::get_mutable_reference<ah::Tags::PendingTimes>(make_not_null(&box));
     116             : 
     117             :     // Only add to pending if it isn't the current time.
     118             :     if (not(current_time_optional.has_value() and
     119             :             current_time_optional.value() == incoming_time)) {
     120             :       pending_times.insert(incoming_time);
     121             :     }
     122             : 
     123             :     auto& all_storage = db::get_mutable_reference<ah::Tags::Storage<frame>>(
     124             :         make_not_null(&box));
     125             :     auto& block_search_order =
     126             :         db::get_mutable_reference<ah::Tags::BlockSearchOrder>(
     127             :             make_not_null(&box));
     128             : 
     129             :     // Add volume variables and destination to the box if they haven't already
     130             :     // been received
     131             :     if (not vars_have_already_been_received) {
     132             :       auto& current_time_storage = all_storage[incoming_time];
     133             :       current_time_storage.all_volume_variables.emplace(
     134             :           incoming_element_id,
     135             :           ah::Storage::VolumeVariables<frame>{
     136             :               incoming_mesh, std::move(incoming_vars_to_interpolate)});
     137             :       current_time_storage.destination = HorizonMetavars::destination;
     138             :     }
     139             : 
     140             :     // ========================================================================
     141             :     // The incoming vars are moved and used in the above code. Below, we
     142             :     // only use quantities at the current time, except for forwarding the
     143             :     // incoming quantities to a callback for checking if the functions of time
     144             :     // are ready.
     145             :     // ========================================================================
     146             : 
     147             :     // Keep trying to find horizons for as long as we can.
     148             :     // In the first pass, interpolate only from the incoming element because
     149             :     // this was missing data. On subsequent passes, interpolate from all
     150             :     // elements. Notes:
     151             :     // - The `vars_have_already_been_received` flag is used only in
     152             :     //   `check_if_current_time_is_ready` to re-trigger the AH find in a
     153             :     //   callback but not sending any new data.
     154             :     // - If the incoming time is not the current time (but later), then we have
     155             :     //   to do the full interpolation for the current time first before moving
     156             :     //   on to the incoming time. In this case we also need to do the full
     157             :     //   interpolation for the incoming time once we get there.
     158             :     bool interpolate_only_from_incoming_element =
     159             :         current_time_optional == incoming_time and
     160             :         not vars_have_already_been_received;
     161             :     while (true) {
     162             :       // Set current time using the pending times if it isn't already set
     163             :       set_current_time(make_not_null(&current_time_optional),
     164             :                        make_not_null(&pending_times), completed_times,
     165             :                        all_storage, verbosity, name);
     166             : 
     167             :       // At this point, if we don't have a current id we can't do anything so
     168             :       // just exit.
     169             :       if (not current_time_optional.has_value()) {
     170             :         if (verbose_print) {
     171             :           Parallel::printf(
     172             :               "%s: No current time set. Stopping here. Incoming time: %s\n",
     173             :               name, incoming_time);
     174             :         }
     175             :         return;
     176             :       }
     177             : 
     178             :       const LinkedMessageId<double>& current_time =
     179             :           current_time_optional.value();
     180             :       ASSERT(all_storage.contains(current_time),
     181             :              "Current time doesn't have any data.");
     182             : 
     183             :       auto& current_time_storage = all_storage.at(current_time);
     184             : 
     185             :       // Only check if the current time is ready once
     186             :       if (UNLIKELY(not current_time_storage.time_is_ready)) {
     187             :         if (check_if_current_time_is_ready<HorizonMetavars>(
     188             :                 current_time, cache, incoming_time, incoming_element_id,
     189             :                 incoming_mesh, dependency)) {
     190             :           // Set this so we don't check it again
     191             :           current_time_storage.time_is_ready = true;
     192             : 
     193             :           if (verbose_print) {
     194             :             Parallel::printf("%s: Current time %s is ready.\n", name,
     195             :                              current_time);
     196             :           }
     197             :         } else {
     198             :           if (verbose_print) {
     199             :             Parallel::printf("%s: Current time %s is NOT ready.\n", name,
     200             :                              current_time);
     201             :           }
     202             :           // We need to wait for the functions of time to be updated so we can't
     203             :           // do anything yet.
     204             :           return;
     205             :         }
     206             :       }
     207             : 
     208             :       const auto& domain = Parallel::get<domain::Tags::Domain<3>>(cache);
     209             :       const auto& functions_of_time =
     210             :           Parallel::get<domain::Tags::FunctionsOfTime>(cache);
     211             :       const auto& options =
     212             :           Parallel::get<ah::Tags::ApparentHorizonOptions<HorizonMetavars>>(
     213             :               cache);
     214             :       auto& fast_flow =
     215             :           db::get_mutable_reference<ah::Tags::FastFlow>(make_not_null(&box));
     216             : 
     217             :       auto& all_volume_variables = current_time_storage.all_volume_variables;
     218             :       auto& current_iteration_storage = current_time_storage.current_iteration;
     219             :       auto& previous_iteration_surface =
     220             :           current_time_storage.previous_iteration_surface;
     221             :       auto& element_order = current_time_storage.element_order;
     222             :       auto& previous_surfaces =
     223             :           db::get_mutable_reference<ah::Tags::PreviousSurfaces<frame>>(
     224             :               make_not_null(&box));
     225             : 
     226             :       auto& current_resolution_l =
     227             :           db::get_mutable_reference<ah::Tags::CurrentResolutionL>(
     228             :               make_not_null(&box));
     229             :       // Set current resolution to the initial guess resolution if it is not
     230             :       // yet specified.
     231             :       if (UNLIKELY(not current_resolution_l.has_value())) {
     232             :         ASSERT(fast_flow.current_iteration() == 0,
     233             :                "Current resolution L is not set, but fast flow iteration > 0. "
     234             :                "Iteration 0 should set the current resolution L.");
     235             :         ASSERT(previous_surfaces.empty(),
     236             :                "Current resolution L is not set, but previous horizons have "
     237             :                "been found. Iteration 0 of each horizon find should set the "
     238             :                "current resolution L.");
     239             :         current_resolution_l = options.initial_guess.l_max();
     240             :       }
     241             : 
     242             :       // Keep finding the horizon until it's found with sufficient resolution
     243             :       bool rerunning_with_higher_resolution = false;
     244             :       while (true) {
     245             :         std::pair<FastFlow::Status, FastFlow::IterInfo> status_and_info;
     246             : 
     247             :         // Keep doing fast flow iterations for as long as we can until we find a
     248             :         // horizon
     249             :         while (true) {
     250             :           // Points haven't been set for this iteration so need to do so now
     251             :           if (not current_iteration_storage.block_coord_holders.has_value() or
     252             :               rerunning_with_higher_resolution) {
     253             :             const bool coords_set_successfully = set_current_iteration_coords(
     254             :                 make_not_null(&current_iteration_storage),
     255             :                 make_not_null(&block_search_order), current_time, fast_flow,
     256             :                 options.initial_guess, previous_iteration_surface,
     257             :                 previous_surfaces, options.max_compute_coords_retries, domain,
     258             :                 functions_of_time, current_resolution_l,
     259             :                 rerunning_with_higher_resolution);
     260             : 
     261             :             // Some points are outside the domain and we cannot recover
     262             :             if (not coords_set_successfully) {
     263             :               // This will possibly throw an error, depending on which
     264             :               // callback is used in
     265             :               // HorizonMetavars::horizon_find_failure_callbacks
     266             :               // (ErrorOnFailedApparentHorizon or IgnoreFailedApparentHorizon)
     267             :               tmpl::for_each<
     268             :                   typename HorizonMetavars::horizon_find_failure_callbacks>(
     269             :                   [&]<typename Callback>(tmpl::type_<Callback> /*meta*/) {
     270             :                     Callback::apply(box, cache,
     271             :                                     FastFlow::Status::InterpolationFailure);
     272             :                   });
     273             : 
     274             :               // Still clean up in case we didn't error so we don't keep
     275             :               // accepting volume data for this time
     276             :               clean_up_horizon_finder(make_not_null(&current_time_optional),
     277             :                                       make_not_null(&all_storage),
     278             :                                       make_not_null(&completed_times),
     279             :                                       make_not_null(&fast_flow));
     280             : 
     281             :               // If we didn't error, move on to the next horizon find
     282             :               break;
     283             :             }
     284             : 
     285             :             if (debug_print) {
     286             :               Parallel::printf(
     287             :                   "%s: For current time %s, at iteration %zu, coords have been "
     288             :                   "set.\n",
     289             :                   name, current_time, fast_flow.current_iteration());
     290             :             }
     291             :           }
     292             : 
     293             :           // Interpolate to the current iteration points
     294             :           bool interpolation_is_complete = false;
     295             :           if (interpolate_only_from_incoming_element) {
     296             :             // Data is coming in one element at a time, so try to interpolate
     297             :             // only from the incoming element
     298             :             ASSERT(all_volume_variables.contains(incoming_element_id),
     299             :                    "Trying to interpolate incoming data from element "
     300             :                        << incoming_element_id
     301             :                        << " but it's not available. This is a bug.");
     302             :             const bool interpolated_any_points = interpolate_volume_data(
     303             :                 make_not_null(&current_iteration_storage),
     304             :                 all_volume_variables.at(incoming_element_id),
     305             :                 incoming_element_id);
     306             :             // Store which elements we found points in for next iteration
     307             :             if (interpolated_any_points) {
     308             :               element_order.push_back(incoming_element_id);
     309             :             }
     310             :             interpolation_is_complete =
     311             :                 current_iteration_storage.interpolation_is_complete();
     312             :           } else {
     313             :             // We already have some element data, so go through the elements in
     314             :             // the order we found points in before
     315             :             for (const auto& element_id : element_order) {
     316             :               ASSERT(all_volume_variables.contains(element_id),
     317             :                      "Trying to interpolate data from element "
     318             :                          << element_id
     319             :                          << " that was found in a previous FastFlow iteration, "
     320             :                             "but it's not available. This is a bug.");
     321             :               interpolate_volume_data(make_not_null(&current_iteration_storage),
     322             :                                       all_volume_variables.at(element_id),
     323             :                                       element_id);
     324             :               interpolation_is_complete =
     325             :                   current_iteration_storage.interpolation_is_complete();
     326             :               if (interpolation_is_complete) {
     327             :                 break;
     328             :               }
     329             :             }
     330             :             // If we still need more points, try going through all the elements
     331             :             // that we have received data from so far
     332             :             if (not interpolation_is_complete) {
     333             :               for (const auto& [element_id, volume_vars_storage] :
     334             :                    all_volume_variables) {
     335             :                 if (std::find(element_order.begin(), element_order.end(),
     336             :                               element_id) != element_order.end()) {
     337             :                   // Already tried this element above
     338             :                   continue;
     339             :                 }
     340             :                 const bool interpolated_any_points = interpolate_volume_data(
     341             :                     make_not_null(&current_iteration_storage),
     342             :                     volume_vars_storage, element_id);
     343             :                 if (interpolated_any_points) {
     344             :                   element_order.push_back(element_id);
     345             :                 }
     346             :                 interpolation_is_complete =
     347             :                     current_iteration_storage.interpolation_is_complete();
     348             :                 if (interpolation_is_complete) {
     349             :                   break;
     350             :                 }
     351             :               }
     352             :             }
     353             :           }
     354             : 
     355             :           if (interpolation_is_complete) {
     356             :             // Next iteration try to interpolate from all elements
     357             :             interpolate_only_from_incoming_element = false;
     358             :           } else {
     359             :             // We need more points, return and wait for more volume data.
     360             :             // When this action is called again, we'll try to interpolate only
     361             :             // from the incoming element until we have enough data.
     362             :             if (debug_print) {
     363             :               Parallel::printf(
     364             :                   "%s: For current time %s, at iteration %zu, need more volume "
     365             :                   "data.\n",
     366             :                   name, current_time, fast_flow.current_iteration());
     367             :             }
     368             :             return;
     369             :           }
     370             : 
     371             :           // Set this before we iterate the fast flow.
     372             :           previous_iteration_surface = current_iteration_storage.strahlkorper;
     373             : 
     374             :           // Do a single fast flow iteration.
     375             :           {
     376             :             using InverseSpatialMetric =
     377             :                 gr::Tags::InverseSpatialMetric<DataVector, 3, frame>;
     378             :             using ExtrinsicCurvature =
     379             :                 gr::Tags::ExtrinsicCurvature<DataVector, 3, frame>;
     380             :             using SpatialChristoffel =
     381             :                 gr::Tags::SpatialChristoffelSecondKind<DataVector, 3, frame>;
     382             : 
     383             :             auto& interpolated_vars =
     384             :                 current_iteration_storage.interpolated_vars;
     385             :             status_and_info = fast_flow.iterate_horizon_finder(
     386             :                 make_not_null(&current_iteration_storage.strahlkorper),
     387             :                 get<InverseSpatialMetric>(interpolated_vars),
     388             :                 get<ExtrinsicCurvature>(interpolated_vars),
     389             :                 get<SpatialChristoffel>(interpolated_vars));
     390             :           }
     391             : 
     392             :           const auto& status = status_and_info.first;
     393             :           const auto& info = status_and_info.second;
     394             :           const auto has_converged = converged(status);
     395             : 
     396             :           if (verbose_print or (quiet_print and has_converged)) {
     397             :             Parallel::printf(
     398             :                 "%s: t=%.6g: L=%zu: its=%zu: %.1e<R<%.0e, |R|=%.1g, "
     399             :                 "|R_grid|=%.1g, %.4g<r<%.4g\n",
     400             :                 name, current_time.id,
     401             :                 all_storage.at(current_time)
     402             :                     .current_iteration.strahlkorper.l_max(),
     403             :                 info.iteration, info.min_residual, info.max_residual,
     404             :                 info.residual_ylm, info.residual_mesh, info.r_min, info.r_max);
     405             :           }
     406             : 
     407             :           if (status == FastFlow::Status::SuccessfulIteration) {
     408             :             // Reset so we compute and interpolate to new points
     409             :             current_iteration_storage.reset_for_next_iteration();
     410             : 
     411             :             // Continue in the iteration while loop
     412             :             continue;
     413             :           } else if (not has_converged) {
     414             :             // This will possibly throw an error
     415             :             tmpl::for_each<
     416             :                 typename HorizonMetavars::horizon_find_failure_callbacks>(
     417             :                 [&](auto callback_v) {
     418             :                   using callback = tmpl::type_from<decltype(callback_v)>;
     419             :                   callback::apply(box, cache, status);
     420             :                 });
     421             : 
     422             :             // Still clean up in case we didn't error so we don't keep accepting
     423             :             // volume data for this time
     424             :             clean_up_horizon_finder(make_not_null(&current_time_optional),
     425             :                                     make_not_null(&all_storage),
     426             :                                     make_not_null(&completed_times),
     427             :                                     make_not_null(&fast_flow));
     428             : 
     429             :             // If we didn't error, move on to the next horizon find
     430             :             break;
     431             :           }
     432             : 
     433             :           // Break out of the iteration while loop. Go back into the
     434             :           // while loop for sufficient resolution
     435             :           break;
     436             :         }  // while (true) [iterations]
     437             :         if (converged(status_and_info.first)) {
     438             :           std::vector<size_t> recommended_resolutions{};
     439             :           const auto& criteria = options.criteria;
     440             : 
     441             :           // Create an ObservationBox with the union of all compute tags needed
     442             :           // by criteria
     443             :           using compute_tags_for_obs_box =
     444             :               tmpl::remove_duplicates<tmpl::flatten<tmpl::transform<
     445             :                   tmpl::at<
     446             :                       typename Metavariables::factory_creation::factory_classes,
     447             :                       ah::Criterion>,
     448             :                   detail::get_tags<tmpl::_1>>>>;
     449             :           const auto observation_box =
     450             :               make_observation_box<compute_tags_for_obs_box>(
     451             :                   make_not_null(&box));
     452             : 
     453             :           for (const auto& criterion : criteria) {
     454             :             recommended_resolutions.push_back(criterion->evaluate(
     455             :                 observation_box, cache,
     456             :                 current_time_storage.current_iteration.strahlkorper,
     457             :                 status_and_info.second));
     458             :           }
     459             :           const size_t next_resolution_l =
     460             :               recommended_resolutions.empty()
     461             :                   ? all_storage.at(current_time)
     462             :                         .current_iteration.strahlkorper.l_max()
     463             :                   : *std::max_element(recommended_resolutions.begin(),
     464             :                                       recommended_resolutions.end());
     465             :           if (next_resolution_l > *current_resolution_l) {
     466             :             current_resolution_l = next_resolution_l;
     467             :             rerunning_with_higher_resolution = true;
     468             : 
     469             :             // Prepare for trying the find again with higher resolution:
     470             :             // Reset fast flow, but don't "clean up," which also erases the
     471             :             // storage for the current time, resets the current time, and
     472             :             // updates the completed times. None of those things happen yet,
     473             :             // because the current time horizon finding is not yet finished.
     474             :             // Also reset the current iteration storage, since the next find
     475             :             // is effectively a new iteration.
     476             :             fast_flow.reset_for_next_find();
     477             :             current_time_storage.current_iteration.reset_for_next_iteration();
     478             : 
     479             :             continue;
     480             :           } else {
     481             :             rerunning_with_higher_resolution = false;
     482             :           }
     483             : 
     484             :           // We have converged to the apparent horizon. Invoke the callbacks and
     485             :           // clean up for the next horizon find
     486             :           invoke_callbacks<HorizonMetavars>(make_not_null(&box), cache,
     487             :                                             dependency, status_and_info.first);
     488             : 
     489             :           if (debug_print) {
     490             :             Parallel::printf(
     491             :                 "%s: Horizon find finished at current time %s. Cleaning up and "
     492             :                 "moving to next time\n",
     493             :                 name, current_time);
     494             :           }
     495             : 
     496             :           current_resolution_l = next_resolution_l;
     497             :           clean_up_horizon_finder(make_not_null(&current_time_optional),
     498             :                                   make_not_null(&all_storage),
     499             :                                   make_not_null(&completed_times),
     500             :                                   make_not_null(&fast_flow));
     501             :         }
     502             : 
     503             :         // We have either i) converged with sufficient resolution, or
     504             :         // ii) failed to converge but not thrown an error. In both cases,
     505             :         // continue to the next time by breaking out of the resolution
     506             :         // while loop, going back into the overall while loop for time.
     507             :         break;
     508             :       }  // while (true) [sufficient resolution]
     509             :     }  // while (true) [time]
     510             :   }
     511             : };
     512             : }  // namespace ah

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