XFELReader: a deflated frame is inflated and converted a piece at a time, while it is in the cache
The reader inflated a whole deflated chunk (4 MB for a 1 Mpx int32 frame, 2 MB for its uint16 per-frame mask) into a buffer and then converted it in a second pass; with 16 reading threads those buffers never stay in the cache, so the conversion ran at memory speed. A deflated, unshuffled chunk is now inflated in 128 kB pieces (InflateInPieces, the zlib stream API - the stream's checksum is checked as before), and each piece is converted into the image, or marked in the mask, before the next is inflated. Shuffled, bitshuffle/LZ4, HDF5-read and single-panel (placed) frames are converted as a whole, as before. Bit-identical: the FNV pixel hashes of 2000 frames on the five reader configurations of the previous commit are unchanged, and a new test reads 300 x 300 frames (several pieces, a final partial one) with a per-frame mask and a gain pixel by pixel. Reader alone, 16 threads, 3000 frames: 2.43 -> 1.73 s (the previous commit's state -> this). rugnux on the 14,445-frame CXI run, against rc178 (A/B, two runs each): geometry refinement sample 11.6 -> 5.1 s, image pass 27.7 -> 12.9 s, whole run 67.7 -> 46.2 s; the geometry refinement, module placement and tilt log lines are identical. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_015CeEGgpKdfkCTJb3YNMJcu
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@@ -558,7 +558,7 @@ void JFJochXFELReader::Place() {
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v = mask_file.ReadVector<uint32_t>(m.data, {0, 0}, {frame_height_, frame_width_});
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} else
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v = FileAt(0).ReadVector<uint32_t>(m.data, {0, 0}, {frame_height_, frame_width_});
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MarkBad(m, v.data(), masked_by_file);
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MarkBad(m, v.data(), 0, v.size(), masked_by_file);
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}
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}
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@@ -761,7 +761,7 @@ void JFJochXFELReader::Place() {
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}
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template <class T>
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void JFJochXFELReader::MarkBad(const xfel::Mask &m, const T *v, std::vector<uint8_t> &bad) const {
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void JFJochXFELReader::MarkBad(const xfel::Mask &m, const T *v, size_t first, size_t n, std::vector<uint8_t> &bad) const {
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int64_t min_fs = 0, max_fs = static_cast<int64_t>(frame_width_) - 1;
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int64_t min_ss = 0, max_ss = static_cast<int64_t>(frame_height_) - 1;
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for (const auto &p: geom_.panels)
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@@ -773,12 +773,16 @@ void JFJochXFELReader::MarkBad(const xfel::Mask &m, const T *v, std::vector<uint
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// be m's or bad's own, every pixel would read them again, and the loop would not be vectorised.
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const uint32_t good = m.good, bad_bits = m.bad;
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const bool nonzero_good = m.nonzero_good;
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const size_t width = max_fs - min_fs + 1;
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for (int64_t ss = min_ss; ss <= max_ss; ss++) {
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const size_t first = static_cast<size_t>(ss) * frame_width_ + min_fs;
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const T *in = v + first;
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uint8_t *out = bad.data() + first;
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for (size_t i = 0; i < width; i++)
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const size_t last = first + n; // the pixels [first, last) of the frame are those v holds
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for (int64_t ss = std::max<int64_t>(min_ss, first / frame_width_);
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ss <= max_ss && static_cast<size_t>(ss) * frame_width_ < last; ss++) {
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const size_t begin = std::max(static_cast<size_t>(ss) * frame_width_ + min_fs, first);
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const size_t end = std::min(static_cast<size_t>(ss) * frame_width_ + max_fs + 1, last);
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if (end <= begin)
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continue;
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const T *in = v + (begin - first);
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uint8_t *out = bad.data() + begin;
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for (size_t i = 0; i < end - begin; i++)
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out[i] |= xfel::Mask::Bad(in[i], good, bad_bits, nonzero_good);
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}
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}
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@@ -822,9 +826,12 @@ void JFJochXFELReader::Close() {
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dataset_.reset();
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}
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template <class Buffer>
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template <class Buffer, class Piece>
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bool JFJochXFELReader::ReadStored(const Frame &frame, const Layout &layout, Buffer &stored,
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bool keep_compressed) const {
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bool keep_compressed, Piece piece) const {
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constexpr bool in_pieces = !std::is_same_v<Piece, std::nullptr_t>;
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const size_t n = frame_width_ * frame_height_;
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const size_t size = layout.stored_size;
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const std::vector<hsize_t> start = frame.index >= 0
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? std::vector<hsize_t>{static_cast<hsize_t>(frame.index), 0, 0}
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: std::vector<hsize_t>{0, 0};
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@@ -833,6 +840,7 @@ bool JFJochXFELReader::ReadStored(const Frame &frame, const Layout &layout, Buff
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// Under the lock only where the chunk is (a lookup in its index); the read and the decoding not.
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std::shared_ptr<const HDF5ImageSource::RawFile> raw_file;
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uint64_t address = 0, chunk_size = 0;
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bool read_by_hdf5 = false;
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{
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std::unique_lock ul(hdf5_mutex);
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HDF5DataSet dataset(FileAt(frame.file), frame.dataset);
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@@ -858,10 +866,16 @@ bool JFJochXFELReader::ReadStored(const Frame &frame, const Layout &layout, Buff
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stored.resize(v.size() * sizeof(float));
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std::memcpy(stored.data(), v.data(), stored.size());
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}
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return false;
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read_by_hdf5 = true;
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} else {
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raw_file = RawFileAt(frame.file);
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address += user_block_[frame.file]; // HDF5's chunk addresses count from the end of the user block
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}
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raw_file = RawFileAt(frame.file);
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address += user_block_[frame.file]; // HDF5's chunk addresses count from the end of the user block
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}
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if (read_by_hdf5) {
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if constexpr (in_pieces)
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piece(0, stored.data(), n);
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return false;
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}
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if (keep_compressed && !layout.deflated) {
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stored.resize(chunk_size);
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@@ -872,8 +886,11 @@ bool JFJochXFELReader::ReadStored(const Frame &frame, const Layout &layout, Buff
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compressed.resize(chunk_size);
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raw_file->ReadAt(compressed.data(), compressed.size(), address);
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const size_t n = frame_width_ * frame_height_;
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const size_t size = layout.stored_size;
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if (layout.deflated && !layout.shuffled && in_pieces) {
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if constexpr (in_pieces)
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InflateInPieces(compressed, n * size, size, frame, piece);
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return false;
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}
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if (layout.deflated) {
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if (!layout.shuffled)
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stored.resize(n * size);
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@@ -895,26 +912,65 @@ bool JFJochXFELReader::ReadStored(const Frame &frame, const Layout &layout, Buff
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stored.resize(n * size);
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JFJochDecompressPtr(stored.data(), layout.algorithm, compressed.data(), compressed.size(), n, size);
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}
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if constexpr (in_pieces)
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piece(0, stored.data(), n);
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return false;
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}
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template <class Piece>
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void JFJochXFELReader::InflateInPieces(const std::vector<uint8_t> &compressed, size_t bytes, size_t size,
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const Frame &frame, Piece piece) const {
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// A piece fits the core's own cache with the window inflate keeps, so it is converted before it leaves.
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constexpr size_t PIECE_BYTES = 128 * 1024;
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thread_local std::vector<uint8_t> out(PIECE_BYTES);
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z_stream z{};
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if (inflateInit(&z) != Z_OK)
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throw JFJochException(JFJochExceptionCategory::InputParameterInvalid, "Cannot start to inflate");
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z.next_in = const_cast<uint8_t *>(compressed.data());
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z.avail_in = compressed.size();
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size_t done = 0;
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int ret = Z_OK;
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while (ret == Z_OK) {
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z.next_out = out.data();
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z.avail_out = PIECE_BYTES;
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ret = inflate(&z, Z_NO_FLUSH);
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const size_t got = PIECE_BYTES - z.avail_out;
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// A piece is whole pixels: inflate fills it before it returns, except at the end of the frame.
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if ((ret != Z_OK && ret != Z_STREAM_END) || done + got > bytes || got % size != 0)
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break;
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if (got > 0)
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piece(done / size, out.data(), got / size);
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done += got;
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}
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inflateEnd(&z);
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if (ret != Z_STREAM_END || done != bytes)
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throw JFJochException(JFJochExceptionCategory::InputParameterInvalid,
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"Cannot inflate " + frame.dataset + " of " + files_[frame.file]);
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}
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template <class Out, class In, class Buffer, class Convert>
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void JFJochXFELReader::PlaceInto(const In *in, const std::vector<uint8_t> &masked, Out err, Buffer &buffer,
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void JFJochXFELReader::PlaceInto(const Frame &frame, const std::vector<uint8_t> &masked, Out err, Buffer &buffer,
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Convert convert) const {
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buffer.resize(width_ * height_ * sizeof(Out));
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auto out = reinterpret_cast<Out *>(buffer.data());
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if (blocks_.empty()) { // the stored frame, as stored
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const size_t n = width_ * height_;
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if (masked.empty())
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for (size_t i = 0; i < n; i++)
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out[i] = static_cast<Out>(convert(in[i]));
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else {
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const uint8_t *m = masked.data();
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for (size_t i = 0; i < n; i++)
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out[i] = static_cast<Out>(Pick(m[i] != 0, convert(in[i]), err));
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}
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thread_local std::vector<uint8_t> stored;
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if (blocks_.empty()) { // the stored frame, as stored: converted a piece at a time, as it is read
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ReadStored(frame, layout_, stored, false, [&](size_t first, const uint8_t *bytes, size_t n) {
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const auto *in = reinterpret_cast<const In *>(bytes);
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Out *o = out + first;
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if (masked.empty())
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for (size_t i = 0; i < n; i++)
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o[i] = static_cast<Out>(convert(in[i]));
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else {
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const uint8_t *m = masked.data() + first;
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for (size_t i = 0; i < n; i++)
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o[i] = static_cast<Out>(Pick(m[i] != 0, convert(in[i]), err));
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}
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});
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return;
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}
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ReadStored(frame, layout_, stored, false);
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const auto *in = reinterpret_cast<const In *>(stored.data());
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std::fill(out, out + width_ * height_, Out{0}); // between the panels
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for (const auto &b: blocks_)
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for (int64_t ss = 0; ss < b.height; ss++) {
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@@ -944,9 +1000,6 @@ CompressedImage JFJochXFELReader::DecodeInto(int64_t image_number, Buffer &buffe
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return CompressedImage(buffer.data(), buffer.size(), width_, height_, stored_mode,
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compressed ? layout_.algorithm : CompressionAlgorithm::NO_COMPRESSION);
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}
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thread_local std::vector<uint8_t> stored;
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ReadStored(frame, layout_, stored, false);
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// A pixel a per-frame mask marks in this frame is handed out as no measurement.
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std::vector<uint8_t> masked;
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if (!frame_masks_.empty()) {
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@@ -957,11 +1010,12 @@ CompressedImage JFJochXFELReader::DecodeInto(int64_t image_number, Buffer &buffe
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const Frame mask{frame.file, ReplaceEvent(m.data, frame.group), frame.index, frame.group};
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if (mask_layout.plain_type) {
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thread_local std::vector<uint8_t> mask_stored;
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ReadStored(mask, mask_layout, mask_stored, false);
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if (mask_layout.stored_size == 2)
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MarkBad(m, reinterpret_cast<const uint16_t *>(mask_stored.data()), masked);
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else
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MarkBad(m, reinterpret_cast<const uint32_t *>(mask_stored.data()), masked);
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ReadStored(mask, mask_layout, mask_stored, false, [&](size_t first, const uint8_t *bytes, size_t n) {
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if (mask_layout.stored_size == 2)
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MarkBad(m, reinterpret_cast<const uint16_t *>(bytes), first, n, masked);
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else
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MarkBad(m, reinterpret_cast<const uint32_t *>(bytes), first, n, masked);
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});
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} else {
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std::vector<uint32_t> v;
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{
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@@ -971,7 +1025,7 @@ CompressedImage JFJochXFELReader::DecodeInto(int64_t image_number, Buffer &buffe
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{1, frame_height_, frame_width_})
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: FileAt(frame.file).ReadVector<uint32_t>(mask.dataset, {0, 0}, {frame_height_, frame_width_});
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}
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MarkBad(m, v.data(), masked);
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MarkBad(m, v.data(), 0, v.size(), masked);
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}
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}
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}
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@@ -1002,25 +1056,24 @@ CompressedImage JFJochXFELReader::DecodeInto(int64_t image_number, Buffer &buffe
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return Pick(v == std::numeric_limits<decltype(v)>::min(), to_int32(v), INT32_MIN);
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return to_int32(v);
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};
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const uint8_t *p = stored.data();
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if (layout_.stored_size == 2 && layout_.stored_signed)
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PlaceInto<int32_t>(reinterpret_cast<const int16_t *>(p), masked, INT32_MIN, buffer, convert);
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PlaceInto<int32_t, int16_t>(frame, masked, INT32_MIN, buffer, convert);
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else if (layout_.stored_size == 2)
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PlaceInto<int32_t>(reinterpret_cast<const uint16_t *>(p), masked, INT32_MIN, buffer, convert);
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PlaceInto<int32_t, uint16_t>(frame, masked, INT32_MIN, buffer, convert);
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else if (layout_.stored_signed)
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PlaceInto<int32_t>(reinterpret_cast<const int32_t *>(p), masked, INT32_MIN, buffer, convert);
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PlaceInto<int32_t, int32_t>(frame, masked, INT32_MIN, buffer, convert);
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else
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PlaceInto<int32_t>(reinterpret_cast<const uint32_t *>(p), masked, INT32_MIN, buffer, convert);
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PlaceInto<int32_t, uint32_t>(frame, masked, INT32_MIN, buffer, convert);
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};
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// Floats become photons, rounded. Integers stay integers: divided only by a gain other than one, and a
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// 16-bit signed frame - as Cheetah writes - is handed out in its own type.
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if (layout_.stored_float || !layout_.plain_type)
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PlaceInto<int32_t>(reinterpret_cast<const float *>(stored.data()), masked, INT32_MIN, buffer, photons);
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PlaceInto<int32_t, float>(frame, masked, INT32_MIN, buffer, photons);
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else if (gain != 1.0f)
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integers(photons);
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else if (layout_.stored_size == 2 && layout_.stored_signed) {
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PlaceInto<int16_t>(reinterpret_cast<const int16_t *>(stored.data()), masked, INT16_MIN, buffer, as_is);
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PlaceInto<int16_t, int16_t>(frame, masked, INT16_MIN, buffer, as_is);
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return image(CompressedImageMode::Int16);
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} else
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integers([](auto v) { return static_cast<int32_t>(v); });
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