Files
Jungfraujoch/viewer/JFJochHttpReader.cpp
leonarski_fandClaude Opus 5 5fe8a967cd grid scan: the five lanes become one, with a single home for the crystal type and its settings
Integration of the per-image detection scores, the analysis mode, the grid-scan
crystal search, its rugnux entry point and the viewer display.

GridScanCrystal/GridScanResult had two definitions - a placeholder in common/ and
the real one in image_analysis/ - which is a redefinition in any translation unit
reaching both, and tests/RasterReportTest.cpp reaches both. Unified into
common/GridScanResult.h, beside ScanResult where the data type belongs, leaving the
algorithm in image_analysis/. Same reason UnitCell lives in common while the
indexers do not.

GridScanAnalysisSettings is now the only home for the search parameters, replacing
the loose GridScanAnalysisParameters struct the raster lane carried while the class
did not yet exist. Three values changed with the move:

- decisive_single_cell_score 0.9 -> 0.6. 0.9 drops a real two-cell crystal peaking
  at 0.751 and costs a loop on the labelled corpus. 0.6 is the middle of a measured
  gap: over 67 rasters no water raster peaks above 0.15 and no ice raster above
  0.50, while the weakest confirmed-protein raster peaks at 0.67.
- max_crystals is std::optional, unset meaning no cap. 0 as a sentinel for
  "unlimited" reads as "find nothing", which is the opposite of what it did.
- grow_score_threshold was missing from the class entirely.

The viewer reads protein_score, ice_score and the crystal list from the reader
rather than a local stub, and asks the broker for ice_ring_ratio rather than the
retired ice_ring_score spelling.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EFEJG6WBQv8th4UJFNe53N
2026-09-08 07:59:04 +02:00

608 lines
24 KiB
C++

// SPDX-FileCopyrightText: 2025 Filip Leonarski, Paul Scherrer Institute <filip.leonarski@psi.ch>
// SPDX-License-Identifier: GPL-3.0-only
#include "JFJochHttpReader.h"
#include <cstring>
#include <mutex>
#include <nlohmann/json.hpp>
#include "../frame_serialize/CBORStream2Deserializer.h"
#include "../broker/gen/model/Image_buffer_status.h"
#include "../broker/gen/model/Plots.h"
#include "../broker/gen/model/Broker_status.h"
#include "../broker/gen/model/Roi_definitions.h"
#include "../common/JFJochMath.h"
#include "../image_analysis/bragg_integration/CalcISigma.h"
// Included last, after all std/project headers: on Windows <curl/curl.h> pulls in <windows.h>,
// whose min/max (and other) macros must not precede the headers that use std::min / std::max.
#include <curl/curl.h>
namespace {
// libcurl write callback: append the received bytes to a std::string (which holds binary fine).
size_t AppendToString(char *ptr, size_t size, size_t nmemb, void *userdata) {
auto *out = static_cast<std::string *>(userdata);
out->append(ptr, size * nmemb);
return size * nmemb;
}
// libcurl needs a one-time global init before any easy handle is used; do it once and
// thread-safely, as the viewer drives the reader from a worker thread.
void EnsureCurlGlobalInit() {
static std::once_flag once;
std::call_once(once, [] { curl_global_init(CURL_GLOBAL_DEFAULT); });
}
}
JFJochHttpReader::HttpResult JFJochHttpReader::Request(const std::string &method, const std::string &path,
const std::string &body,
const std::string &content_type) const {
// One easy handle is reused across requests so the connection stays alive. curl_easy_reset
// clears the previous request's options but deliberately keeps the live connection and the DNS
// / TLS-session caches, so a same-host request reuses the open socket; if that socket has since
// been closed, libcurl reconnects (and retries the request) on its own.
std::lock_guard cl(curl_mutex);
if (curl_handle == nullptr) {
EnsureCurlGlobalInit();
curl_handle = curl_easy_init();
if (curl_handle == nullptr)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "Could not initialize CURL");
} else {
curl_easy_reset(curl_handle);
}
CURL *curl = curl_handle;
HttpResult result;
const std::string url = addr + path;
curl_easy_setopt(curl, CURLOPT_URL, url.c_str());
curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, AppendToString);
curl_easy_setopt(curl, CURLOPT_WRITEDATA, &result.body);
curl_easy_setopt(curl, CURLOPT_NOSIGNAL, 1L); // safe to use from worker threads
// Cap connect and total transfer at 5 s so a stalled/black-holed broker fails the request instead
// of blocking curl_easy_perform forever (which would wedge the reader thread and Close() on
// curl_mutex). All viewer requests are small and against a nearby broker, so 5 s is ample.
curl_easy_setopt(curl, CURLOPT_CONNECTTIMEOUT, 5L);
curl_easy_setopt(curl, CURLOPT_TIMEOUT, 5L);
curl_slist *headers = nullptr;
if (method == "PUT") {
curl_easy_setopt(curl, CURLOPT_CUSTOMREQUEST, "PUT");
curl_easy_setopt(curl, CURLOPT_POSTFIELDS, body.data());
curl_easy_setopt(curl, CURLOPT_POSTFIELDSIZE, static_cast<long>(body.size()));
if (!content_type.empty())
headers = curl_slist_append(headers, ("Content-Type: " + content_type).c_str());
curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers);
}
if (curl_easy_perform(curl) == CURLE_OK) {
result.ok = true;
curl_easy_getinfo(curl, CURLINFO_RESPONSE_CODE, &result.status);
}
if (headers != nullptr)
curl_slist_free_all(headers);
return result;
}
JFJochHttpReader::~JFJochHttpReader() {
ResetConnection();
}
void JFJochHttpReader::ResetConnection() const {
std::lock_guard cl(curl_mutex);
if (curl_handle != nullptr) {
curl_easy_cleanup(curl_handle);
curl_handle = nullptr;
}
}
void JFJochHttpReader::Close() {
std::unique_lock ul(http_mutex);
addr = "";
SetStartMessage({});
last_image_buffer_counter = {};
last_op_http_sync = false;
cached_pixel_mask.reset();
cached_pixel_mask_arm_date.clear();
ResetConnection(); // drop the kept-alive connection on disconnect
}
ImageBufferStatus JFJochHttpReader::GetImageBufferStatus() const {
auto res = Request("GET", "/image_buffer/status");
if (!res.ok || res.status != 200)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not get image buffer status");
try {
org::openapitools::server::model::Image_buffer_status status = nlohmann::json::parse(res.body);
ImageBufferStatus ret{};
ret.max_image_number = status.getMaxImageNumber();
ret.min_image_number = status.getMinImageNumber();
ret.available_slots = status.getAvailableSlots();
ret.total_slots = status.getTotalSlots();
ret.images_in_the_buffer = status.getImageNumbers();
if (status.currentCounterIsSet())
ret.current_counter = status.getCurrentCounter();
return ret;
} catch (std::exception &e) {
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not parse image buffer status");
}
}
BrokerStatus JFJochHttpReader::GetBrokerStatus() const {
auto res = Request("GET", "/status");
if (!res.ok || res.status != 200)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not get broker status");
try {
org::openapitools::server::model::Broker_status input = nlohmann::json::parse(res.body);
BrokerStatus ret{};
ret.broker_version = input.getBrokerVersion();
ret.gpu_count = input.getGpuCount();
if (input.progressIsSet())
ret.progress = input.getProgress();
if (input.messageIsSet())
ret.message = input.getMessage();
if (input.getState() == "Inactive")
ret.state = JFJochState::Inactive;
else if (input.getState() == "Idle")
ret.state = JFJochState::Idle;
else if (input.getState() == "Measuring")
ret.state = JFJochState::Measuring;
else if (input.getState() == "Error")
ret.state = JFJochState::Error;
else if (input.getState() == "Busy")
ret.state = JFJochState::Busy;
else if (input.getState() == "Pedestal")
ret.state = JFJochState::Calibration;
if (input.getMessageSeverity() == "info")
ret.message_severity = BrokerStatus::MessageSeverity::Info;
else if (input.getMessageSeverity() == "success")
ret.message_severity = BrokerStatus::MessageSeverity::Success;
else if (input.getMessageSeverity() == "warning")
ret.message_severity = BrokerStatus::MessageSeverity::Warning;
else if (input.getMessageSeverity() == "error")
ret.message_severity = BrokerStatus::MessageSeverity::Error;
if (input.brokerVersionIsSet())
ret.broker_version = input.getBrokerVersion();
return ret;
} catch (std::exception &e) {
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not parse broker status");
}
}
uint64_t JFJochHttpReader::GetNumberOfImages() const {
std::unique_lock ul(http_mutex);
if (addr.empty())
return 0;
auto status = GetImageBufferStatus();
return status.max_image_number + 1;
}
std::shared_ptr<JFJochReaderDataset> JFJochHttpReader::UpdateDataset_i() {
auto res = Request("GET", "/image_buffer/start.cbor");
if (!res.ok || (res.status != 200 && res.status != 404))
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not get image buffer status");
if (res.status == 404)
return {};
if (res.body.empty())
return {};
try {
auto msg = CBORStream2Deserialize(res.body);
if (msg->msg_type != CBORImageType::START)
return {};
auto dataset = std::make_shared<JFJochReaderDataset>();
dataset->arm_date = msg->start_message->arm_date;
dataset->experiment = default_experiment;
// JFJochReader is always using int32_t
dataset->experiment.BitDepthImage(32);
dataset->experiment.PixelSigned(true);
dataset->experiment.FilePrefix(msg->start_message->file_prefix);
dataset->experiment.BeamX_pxl(msg->start_message->beam_center_x);
dataset->experiment.BeamY_pxl(msg->start_message->beam_center_y);
dataset->experiment.DetectorDistance_mm(msg->start_message->detector_distance * 1000.0);
dataset->experiment.DetectIceRings(msg->start_message->detect_ice_rings.value_or(false));
dataset->experiment.PoniRot1_rad(msg->start_message->poni_rot1.value_or(0.0));
dataset->experiment.PoniRot2_rad(msg->start_message->poni_rot2.value_or(0.0));
dataset->experiment.PoniRot3_rad(msg->start_message->poni_rot3.value_or(0.0));
dataset->az_int_bin_to_q = msg->start_message->az_int_bin_to_q;
dataset->az_int_bin_to_phi = msg->start_message->az_int_bin_to_phi;
dataset->q_bins = msg->start_message->az_int_q_bin_count.value_or(0);
dataset->azimuthal_bins = msg->start_message->az_int_phi_bin_count.value_or(0);
dataset->jfjoch_release = msg->start_message->jfjoch_release;
DetectorSetup detector = DetDECTRIS(msg->start_message->image_size_x, msg->start_message->image_size_y,
msg->start_message->detector_description, {});
detector.PixelSize_um(msg->start_message->pixel_size_x * 1e6);
detector.ImageOrientation(DetectorOrientation(msg->start_message->detector_orientation_mirror_y,
msg->start_message->detector_orientation_quarter_turns));
detector.SaturationLimit(SaturationLimitFromValue(msg->start_message->saturation_value));
detector.MinFrameTime(std::chrono::microseconds(0));
detector.MinCountTime(std::chrono::microseconds(0));
detector.ReadOutTime(std::chrono::microseconds (0));
dataset->experiment.Detector(detector);
dataset->experiment.FrameTime(
std::chrono::microseconds(std::lround(msg->start_message->frame_time * 1e6)),
std::chrono::microseconds(std::lround(msg->start_message->count_time * 1e6))
);
if (!msg->start_message->pixel_mask.empty()) {
// The pixel mask is constant for an acquisition; build the full-detector (~tens of MB)
// PixelMask once per arm and share it across the per-refresh dataset snapshots, so a live
// dataset refresh does not reconstruct and copy it on every tick.
if (!cached_pixel_mask || cached_pixel_mask_arm_date != dataset->arm_date) {
cached_pixel_mask =
std::make_shared<const PixelMask>(msg->start_message->pixel_mask.begin()->second);
cached_pixel_mask_arm_date = dataset->arm_date;
}
dataset->pixel_mask = cached_pixel_mask;
}
dataset->experiment.NumTriggers(1);
dataset->experiment.ImagesPerTrigger(msg->start_message->number_of_images);
dataset->experiment.SampleName(msg->start_message->sample_name);
dataset->experiment.SampleTemperature_K(msg->start_message->sample_temperature_K);
dataset->experiment.RingCurrent_mA(msg->start_message->ring_current_mA);
dataset->experiment.IncidentEnergy_keV(msg->start_message->incident_energy / 1000.0);
dataset->experiment.FluorescenceSpectrum(msg->start_message->fluorescence_spectrum);
dataset->bkg_estimate = GetPlot_i("bkg_estimate");
dataset->spindle_blind_fraction = GetPlot_i("spindle_blind_fraction");
dataset->ice_ring_ratio = GetPlot_i("ice_ring_ratio");
dataset->spot_count = GetPlot_i("spot_count");
dataset->spot_count_ice_rings = GetPlot_i("spot_count_ice");
dataset->spot_count_low_res = GetPlot_i("spot_count_low_res");
dataset->spot_count_indexed = GetPlot_i("spot_count_indexed");
dataset->indexing_result = GetPlot_i("indexing_rate");
dataset->indexing_lattice_count = GetPlot_i("indexing_lattice_count");
dataset->profile_radius = GetPlot_i("profile_radius");
dataset->mosaicity_deg = GetPlot_i("mosaicity");
dataset->b_factor = GetPlot_i("b_factor");
dataset->resolution_estimate = GetPlot_i("resolution_estimate");
dataset->efficiency = GetPlot_i("image_collection_efficiency");
dataset->integrated_reflections = GetPlot_i("integrated_reflections");
dataset->image_scale_factor = GetPlot_i("image_scale_factor");
dataset->image_scale_cc = GetPlot_i("image_scale_cc");
if (msg->start_message->goniometer)
dataset->experiment.Goniometer(msg->start_message->goniometer);
else if (msg->start_message->grid_scan)
dataset->experiment.GridScan(msg->start_message->grid_scan);
return dataset;
} catch (std::exception &e) {
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
std::string("Could not load dataset: ") + std::string(e.what()));
}
}
void JFJochHttpReader::ReadURL(const std::string &url) {
std::unique_lock ul(http_mutex);
ResetConnection(); // selecting an address (re)opens the connection from scratch
// Drop the previous source's cached mask: a different (or re-armed) source has its own mask, and
// the arm_date key alone does not distinguish an empty/duplicate arm_date across sources.
cached_pixel_mask.reset();
cached_pixel_mask_arm_date.clear();
addr = url;
if (url.empty())
SetStartMessage({});
else
SetStartMessage(UpdateDataset_i());
}
std::shared_ptr<const JFJochReaderDataset> JFJochHttpReader::RefreshDatasetIfChanged(int64_t &num_images_out) {
std::unique_lock ul(http_mutex);
num_images_out = 0;
if (addr.empty())
return {};
auto status = GetImageBufferStatus();
num_images_out = status.max_image_number + 1;
// Re-fetch the dataset (start message + plots) only when the buffer actually changed,
// so the dataset-only follow mode does not hammer the broker with plot requests.
const bool buffer_changed = !last_image_buffer_counter.has_value()
|| !status.current_counter.has_value()
|| last_image_buffer_counter.value() != status.current_counter.value();
last_image_buffer_counter = status.current_counter;
if (!buffer_changed)
return {};
SetStartMessage(UpdateDataset_i());
return GetDataset();
}
bool JFJochHttpReader::LoadImage_i(std::shared_ptr<JFJochReaderDataset> &dataset,
DataMessage &message,
std::vector<uint8_t> &buffer,
int64_t image_number,
bool update_dataset) {
std::unique_lock ul(http_mutex);
if (addr.empty())
return false;
bool buffer_changed = false;
// For autoupdate - if buffer didn't change don't update dataset
auto status = GetImageBufferStatus();
if (!last_image_buffer_counter.has_value() // No information on the previous buffer state - always assume it changed
|| !status.current_counter.has_value() // No information on the current buffer state - e.g. old version of software
|| last_image_buffer_counter.value() != status.current_counter.value()) // current counter value different from previous
buffer_changed = true;
last_image_buffer_counter = status.current_counter;
if (image_number == -1) {
if (last_op_http_sync && !buffer_changed)
return false;
last_op_http_sync = true;
} else {
last_op_http_sync = false;
}
// Always update dataset, as it might have changed from the last time
if (buffer_changed && update_dataset)
dataset = UpdateDataset_i();
if (!dataset)
return false;
auto res = Request("GET", "/image_buffer/image.cbor?id=" + std::to_string(image_number));
if (!res.ok || res.status != 200)
return false;
if (res.body.empty()) {
return false;
}
try {
buffer.resize(res.body.size());
memcpy(buffer.data(), res.body.data(), res.body.size());
auto msg = CBORStream2Deserialize(buffer);
if (msg->msg_type != CBORImageType::IMAGE)
return false;
message = *msg->data_message;
CalcISigma(message);
CalcWilsonBFactor(message);
return true;
} catch (std::exception &e) {
return false;
}
}
std::shared_ptr<JFJochReaderRawImage> JFJochHttpReader::GetRawImage(int64_t image_number) {
if (addr.empty())
return {};
auto res = Request("GET", "/image_buffer/image.cbor?id=" + std::to_string(image_number));
if (!res.ok || res.status != 200 || res.body.empty())
return {};
try {
auto msg =
CBORStream2Deserialize(reinterpret_cast<uint8_t *>(res.body.data()), res.body.size());
if (msg->msg_type != CBORImageType::IMAGE)
return {};
std::shared_ptr<JFJochReaderRawImage> image = std::make_shared<JFJochReaderRawImage>();
image->image_buffer.resize(msg->data_message->image.GetCompressedSize());
memcpy(image->image_buffer.data(),
msg->data_message->image.GetCompressed(),
msg->data_message->image.GetCompressedSize());
image->image = CompressedImage(
image->image_buffer.data(),
image->image_buffer.size(),
msg->data_message->image.GetWidth(),
msg->data_message->image.GetHeight(),
msg->data_message->image.GetMode(),
msg->data_message->image.GetCompressionAlgorithm()
);
return image;
} catch (std::exception &e) {
return {};
}
}
std::vector<float> JFJochHttpReader::GetPlot_i(const std::string &plot_type, float fill_value) const {
if (addr.empty())
return {};
auto res_bin = Request("GET", "/preview/plot.bin?type=" + plot_type);
if (res_bin.ok && res_bin.status == 200) {
if (res_bin.body.size() % sizeof(float) != 0) {
throw std::runtime_error("Input size is not a multiple of sizeof(float)");
}
std::vector<float> v(res_bin.body.size() / sizeof(float));
std::memcpy(v.data(), res_bin.body.data(), res_bin.body.size());
return v;
}
auto res = Request("GET", "/preview/plot?binning=1&experimental_coord=false&fill="
+ std::to_string(fill_value) + "&type=" + plot_type);
if (!res.ok || res.status != 200)
return {};
try {
org::openapitools::server::model::Plots plots = nlohmann::json::parse(res.body);
auto plot_v = plots.getPlot();
if (plot_v.size() == 1)
return plot_v[0].getY();
else
return {};
} catch (nlohmann::json::parse_error &e) {
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Could not parse plot " + plot_type);
}
}
void JFJochHttpReader::UploadUserMask(const std::vector<uint32_t>& mask) {
std::unique_lock ul(http_mutex);
if (addr.empty())
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"HTTP address not set. Call ReadURL() first.");
if (mask.empty())
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"User mask is empty.");
const char* data_ptr = reinterpret_cast<const char*>(mask.data());
const size_t byte_size = mask.size() * sizeof(uint32_t);
auto res = Request("PUT", "/config/user_mask",
std::string(data_ptr, byte_size),
"application/octet-stream");
if (!res.ok)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Failed to connect to server to upload user mask");
if (res.status != 200)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Server rejected user mask upload");
}
ROIDefinition JFJochHttpReader::GetROIDefinitions() const {
std::unique_lock ul(http_mutex);
if (addr.empty())
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "HTTP address not set");
auto res = Request("GET", "/config/roi");
if (!res.ok || res.status != 200)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "Could not get ROI definitions");
org::openapitools::server::model::Roi_definitions input = nlohmann::json::parse(res.body);
ROIDefinition out;
for (const auto &i : input.getBox().getRois())
out.boxes.emplace_back(i.getName(), i.getMinXPxl(), i.getMaxXPxl(), i.getMinYPxl(), i.getMaxYPxl());
for (const auto &i : input.getCircle().getRois())
out.circles.emplace_back(i.getName(), i.getCenterXPxl(), i.getCenterYPxl(), i.getRadiusPxl());
for (const auto &i : input.getAzim().getRois()) {
float phi_min = 0, phi_max = 0;
if (i.phiMinDegIsSet() && i.phiMaxDegIsSet()) {
phi_min = i.getPhiMinDeg();
phi_max = i.getPhiMaxDeg();
}
const float d_min = (i.getQMaxRecipA() == 0.0f) ? 0.0f : 2.0f * static_cast<float>(PI) / i.getQMaxRecipA();
const float d_max = (i.getQMinRecipA() == 0.0f) ? 0.0f : 2.0f * static_cast<float>(PI) / i.getQMinRecipA();
out.azimuthal.emplace_back(i.getName(), d_min, d_max, phi_min, phi_max);
}
return out;
}
void JFJochHttpReader::UploadROIDefinitions(const ROIDefinition &rois) const {
std::unique_lock ul(http_mutex);
if (addr.empty())
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "HTTP address not set");
namespace model = org::openapitools::server::model;
model::Roi_definitions out;
model::Roi_box_list bl;
std::vector<model::Roi_box> boxes;
for (const auto &b : rois.boxes) {
model::Roi_box e;
e.setName(b.GetName());
e.setMinXPxl(b.GetXMin()); e.setMaxXPxl(b.GetXMax());
e.setMinYPxl(b.GetYMin()); e.setMaxYPxl(b.GetYMax());
boxes.push_back(e);
}
bl.setRois(boxes);
out.setBox(bl);
model::Roi_circle_list cl;
std::vector<model::Roi_circle> circles;
for (const auto &c : rois.circles) {
model::Roi_circle e;
e.setName(c.GetName());
e.setCenterXPxl(c.GetX()); e.setCenterYPxl(c.GetY());
e.setRadiusPxl(c.GetRadius_pxl());
circles.push_back(e);
}
cl.setRois(circles);
out.setCircle(cl);
model::Roi_azim_list al;
std::vector<model::Roi_azimuthal> azim;
for (const auto &a : rois.azimuthal) {
model::Roi_azimuthal e;
e.setName(a.GetName());
e.setQMinRecipA(a.GetQMin_recipA());
e.setQMaxRecipA(a.GetQMax_recipA());
if (a.HasPhi()) {
e.setPhiMinDeg(a.GetPhiMin_deg());
e.setPhiMaxDeg(a.GetPhiMax_deg());
}
azim.push_back(e);
}
al.setRois(azim);
out.setAzim(al);
nlohmann::json j = out;
auto res = Request("PUT", "/config/roi", j.dump(), "application/json");
if (!res.ok)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Failed to connect to server to upload ROIs");
if (res.status != 200)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "Server rejected ROI upload");
}
std::vector<SpotToSave> JFJochHttpReader::ReadSpots(int64_t image) const {
std::unique_lock ul(http_mutex);
if (image < 0)
throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
"Image number must be non-negative");
if (addr.empty())
return {};
auto res = Request("GET", "/image_buffer/image.cbor?id=" + std::to_string(image));
if (!res.ok || res.status != 200 || res.body.empty())
return {};
try {
auto msg = CBORStream2Deserialize(res.body);
if (msg->msg_type != CBORImageType::IMAGE)
return {};
return msg->data_message->spots;
} catch (std::exception &e) {
return {};
}
}