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Merge PR #1040
# Conflicts: # ROADMAP.md # crates/pipeline/src/spots.rs # docs/gaps.md # docs/parity-checklist.md # docs/raw-parity.md # docs/target-app-parity.md
This commit is contained in:
bflatastic
@@ -1,6 +1,6 @@
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# Sony ARW, Nikon NEF, Panasonic RW2, Fujifilm RAF, Canon CR3/CR2, Pentax PEF, Samsung SRW and Olympus ORF starting look
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# Sony ARW, Nikon NEF, Panasonic RW2, Fujifilm RAF, Canon CR3/CR2, Pentax PEF, Samsung SRW, Olympus ORF and Minolta MRW starting look
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ARW, NEF, RW2, RAF, CR3, CR2, PEF, SRW and ORF decoding supply sensor data and camera white-balance multipliers, but currently no measured camera colour matrix. Treating camera RGB as linear sRGB produces a dark, muted default rendering. The loader now estimates a file-local starting look from that file's embedded camera JPEG, only when a usable camera matrix is absent. All output pixels still come from the RAW sensor data; there is no JPEG replacement or uniform saturation boost.
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ARW, NEF, RW2, RAF, CR3, CR2, PEF, SRW, ORF and MRW decoding supply sensor data and camera white-balance multipliers, but currently no measured camera colour matrix. Treating camera RGB as linear sRGB produces a dark, muted default rendering. The loader now estimates a file-local starting look from that file's embedded camera JPEG, only when a usable camera matrix is absent. All output pixels still come from the RAW sensor data; there is no JPEG replacement or uniform saturation boost.
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## Colour and tone are separate
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+3
-1
@@ -29,6 +29,7 @@ Hours are Opus 5.5 agent wall-clock hours (see [target-app-parity.md](target-app
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| 9 B | **Tests in CI on macOS, Windows and Linux x64 not green yet**: `ci.yml` (#1050) runs `cargo xtask ci` on Linux, clippy and the tests on macOS and Windows, and the GPU tests on lavapipe, Metal and WARP (`LIGHTCRAFT_GPU_ALLOW_SOFTWARE`); `main` fails there until the #989 fixes land (#990, #997, #1003, #1007, #1018) and the Windows failures the fork runs found are fixed (#1052: clippy `dead_code` on `LibraryLock::descriptor_copy`, `editors::tests::desktop_entries_give_their_program`, 21 engine rename / sidecar tests on NTFS) | `.github/workflows/ci.yml`; fork runs in #1050; the linux-riscv64 release job (#844) runs only `lightcraft-cli --version` under QEMU | until the jobs are green and required checks, regressions on the main platforms still reach `main` | 2–4 | [target-app-parity](target-app-parity.md#by-dimension) |
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| 10 B | **Per-model verification thin, plus cheap per-body decode fixes**: 235 of 1,446 Adobe models verified (16%), ~42% of photographers on a verified body; Nikon 5 bodies verified, Canon 12. Cheap fixes: Z 6II packed 14-bit NEF (#769, PR #671), Sony A100 / F828 regression (#702), DSLR-A200…A390 / A850 12-bit ARW (#535) | measured: [raw/coverage.tsv](raw/coverage.tsv) | per-body bugs (levels, crops, WB) surface only from users | 25–45 | [raw-parity](raw-parity.md#by-maker-measured) |
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| 10 B | **Per-model verification thin, plus cheap per-body decode fixes**: 235 of 1,446 Adobe models verified (16%), ~42% of photographers on a verified body; Nikon 5 bodies verified, Canon 12. Cheap fixes: Z 6II packed 14-bit NEF (#769, PR #671), Sony A100 regression (#702); F828 SRF now discovered and imported as preview-only, sensor decoding still missing, DSLR-A200…A390 / A850 12-bit ARW (#535) | measured: [raw/coverage.tsv](raw/coverage.tsv) | per-body bugs (levels, crops, WB) surface only from users | 25–45 | [raw-parity](raw-parity.md#by-maker-measured) |
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| 10 B | **Per-model verification thin, plus cheap per-body decode fixes**: 241 of 1,446 Adobe models verified (17%), ~42% of photographers on a verified body; Nikon 5 bodies verified, Canon 12. Cheap fixes: Z 6II packed 14-bit NEF (#769, PR #671), Sony A100 / F828 regression (#702), DSLR-A200…A390 / A850 12-bit ARW (#535) | measured: [raw/coverage.tsv](raw/coverage.tsv) | per-body bugs (levels, crops, WB) surface only from users | 25–45 | [raw-parity](raw-parity.md#by-maker-measured) |
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| 11 | **Enhance: Raw Details, Super Resolution; AI denoise without shippable weights or X-Trans** | ENH rows 0%; denoise Bayer only, RawNIND weights GPL and opt-in | Fujifilm users get no AI denoise; nobody gets it out of the box | 30–60 + model decision | [raw-parity](raw-parity.md#demosaic-levels-crops-and-lens-metadata) |
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| 12 | **Content-aware / generative remove, detect distractions, reflections removal** | REM rows 75%; patch synthesis missing | cleanup work goes back to Photoshop | 25–45 (+ generative model) | [target-app-parity](target-app-parity.md#ai) |
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| 13 | **Lightroom catalog migration is one-way and approximate**: unsupported Adobe profiles / AI settings archived, history kept as data | lightroom-catalog-import.md | switching users lose some looks | 8–12 | [file-format-parity](file-format-parity.md) |
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@@ -41,7 +42,7 @@ Hours are Opus 5.5 agent wall-clock hours (see [target-app-parity.md](target-app
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| 17 | **Tethered capture** | ⬜ | studio photographers | 25–45 + cameras | [hardware-parity](hardware-parity.md) |
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| 18 | **Video**: playback, trim, global edits, export | VID rows 0% | users who mix stills and clips | 25–45 | [target-app-parity](target-app-parity.md#features) |
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| 19 | **Plug-in ecosystem**: no Lightroom SDK equivalent (export / publish plug-ins, metadata plug-ins) | ⬜ | pro workflows built on plug-ins (LR/Enfuse, Jeffrey's exporters, Negative Lab Pro) | 40–80 + owner decision | [target-app-parity](target-app-parity.md#by-dimension) |
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| 20 | **Long-tail raw formats**: compressed SRW, ARQ pixel shift, IIQ, Hasselblad compression, X3F, CRW, MRW, ERF, KDC, DCR, MEF, GPR, old FinePix | raw-parity.md | small user share each | 45–85 | [raw-parity](raw-parity.md) |
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| 20 | **Long-tail raw formats**: compressed SRW, ARQ pixel shift, IIQ, Hasselblad compression, X3F, CRW, ERF, KDC, DCR, MEF, GPR, old FinePix (MRW decodes since 2026-10-12) | raw-parity.md | small user share each | 40–80 | [raw-parity](raw-parity.md) |
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| 21 | **Localization**: 9 of 15 shipped languages partial (74–99% of catalog messages), lower-layer errors English; Hindi, Arabic, Indonesian, Korean, Vietnamese absent; no RTL or complex shaping | measured from catalogs | non-English users see mixed English | 55–90 (shipped to full); 145–255 (five new) | [localization-parity](localization-parity.md) |
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| 22 | **Pen pressure**, OS monitor profiles, follow-window colour | hardware-parity.md | brush users with tablets; multi-monitor setups | 11–22 | [hardware-parity](hardware-parity.md) |
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| 23 | **Accessibility**: AccessKit tree audited by a test (every control named, sliders with range); left: canvas handles, spot and mask placement by keyboard, a session with a real screen reader | LR-BEHAV-ACCESS 🟡 | blind and low-vision users | 4–8 | [ui-parity](ui-parity.md) |
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@@ -96,6 +97,7 @@ Beta-blocking gaps (B) total **~230–430 h**; with the stability and platform w
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| 2026-10-12 | minor | Gap 28 shrinks: F8 and Shift+Tab land; F1 and `[` `]` were already implemented; gap not closed |
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| 2026-10-11 | minor | Gap 9 shrinks: `ci.yml` (#1050) runs the tests on Linux, macOS and Windows and the GPU equivalence tests on lavapipe, Metal and WARP; red on `main` until the #989 fixes and #1052 (Windows) land, 6–12 h → 2–4 h |
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| 2026-10-12 | minor | Gap 10: SR2/SRF folder discovery fixed; F828 imports as preview-only. Sensor decoding remains a gap; readiness scores unchanged |
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| 2026-10-12 | minor | Gap 20 shrinks: Minolta MRW decodes (`vendor/mrw.rs`), 6 bodies verified; gap 10 count 235 → 241 |
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| 2026-10-11 | minor | Reviewed against main after 0.6.0: CR3 entry names the CRX variants `crx.rs` still refuses and the R7 / R6 Mark II C-RAW state (decoding, not verified, so the measured numbers don't move); CI and Windows / Linux entries note the riscv64 release build (#844); R7 fix added to Closed recently. Panel docking (UI.9, #869) closes no listed gap |
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| 2026-10-11 | minor | Camera colour entry: raws with a black-and-white camera JPEG take its tone curve (#577); gap not closed |
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| 2026-10-11 | minor | Gap 4: Compare and Reference views get zoom windows per pane (1:1 was a 2,560 px render magnified); overlays and soft proofing remain, 8–15 h → 4–8 h |
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File diff suppressed because one or more lines are too long
+12
-2
@@ -25,6 +25,10 @@ ranked in [gaps.md](gaps.md). Details per format: [cr3.md](cr3.md),
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| Decoder path should handle it, **unverified** | **942** (65%) | measured from the format rules (632 of them DNG, mostly phones) |
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| **Preview-only** (embedded JPEG) | **234** (16%) | measured |
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| **Unsupported** (not imported, refused or decodes wrongly) | **35** (2%) | measured |
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| Decoded from sensor data and **verified** on a real file | **241** (17%) | measured: [raw/evidence.tsv](raw/evidence.tsv) |
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| Decoder path should handle it, **unverified** | **947** (65%) | measured from the format rules (632 of them DNG, mostly phones) |
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| **Preview-only** (embedded JPEG) | **222** (15%) | measured |
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| **Unsupported** (not imported, refused or decodes wrongly) | **36** (2%) | measured |
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| Models added since 2017 (Camera Raw 10+): verified / unverified / preview / unsupported | 82 / 640 / 24 / 8 of 754 | measured |
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| **Share of photographers whose camera fully works** (decodes from sensor data), use-weighted | **~85%** | estimated: measured classes × written usage weights × per-format confidence |
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| …of which on a body we have verified | **~42%** | estimated, same weights |
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@@ -55,7 +59,7 @@ unsupported to preview-only in the counts; sensor-decoding readiness is unchange
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`lightcraft_engine::import::EXTENSIONS`, and `KNOWN_UNSUPPORTED` in `crates/raw/tests/corpus.rs`. Doc
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claims were not used.
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- **Verified** means a real file from that body decoded from sensor data in: the corpus test over the
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`RAW_SAMPLES` manifest (`xtask/src/main.rs`, 101 CC0 files; bodies whose sample is in
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`RAW_SAMPLES` manifest (`xtask/src/main.rs`, 105 CC0 files; bodies whose sample is in
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`KNOWN_UNSUPPORTED` excluded), `crates/raw/tests/cr3_corpus.rs` (3 bodies exact against an external decoder;
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the EOS R5 Mark II pinned, with a QP-map check of 33,665 private files), the RAF reference
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check ([raf-compression.md](raf-compression.md)), and the raw.pixls.us bulk checks recorded in issue
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@@ -98,6 +102,8 @@ unsupported to preview-only in the counts; sensor-decoding readiness is unchange
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| OM Digital Solutions | 7 | 0 | 0 | 7 | 0 | **compressed ORF** |
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| Kodak, Konica Minolta, Epson, Sigma, GoPro, Contax, others | 56 | 0 | 14 | 27 | 15 | DCR, GPR not imported; KDC, MRW, ERF, X3F preview |
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| **All** | **1,446** | **236 (16%)** | **941 (65%)** | **233 (16%)** | **36 (2%)** | |
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| Kodak, Konica Minolta, Epson, Sigma, GoPro, Contax, others | 56 | 6 | 19 | 16 | 15 | DCR, GPR not imported; KDC, ERF, X3F preview (MRW decodes) |
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| **All** | **1,446** | **241 (17%)** | **947 (65%)** | **222 (15%)** | **36 (2%)** | |
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## By use (estimated)
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@@ -114,6 +120,7 @@ unsupported to preview-only in the counts; sensor-decoding readiness is unchange
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| Leica | 1% | 96% | 21% | the Q3 verified |
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| DJI | 1% | 95% | 0% | |
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| Medium format and others | 0.5% | 23% | 1% | IIQ, 3FR, X3F |
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| Medium format and others | 0.5% | 28% | 3% | IIQ, 3FR, X3F |
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| **Weighted** | 100% | **85%** | **42%** | |
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About 5 in 6 raw photographers' cameras decode, but only about 2 in 5 use a body we have actually
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@@ -162,6 +169,8 @@ checked, and Canon, the largest bucket, is the weakest of the big four.
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| 3FR / FFF | DNG-like layouts | 🟡 | decoded when uncompressed or LJ92 |
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| 3FR / FFF | Hasselblad compression | ⬜ | preview |
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| IIQ, MOS, MRW, ERF, KDC, X3F | all | ⬜ | preview; an uncompressed MOS, whose IFD0 is the mosaic itself with no Make tag, is recognised by Leaf's data block `0x8606` (#1275) |
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| MRW | 12-bit packed, 16-bit words; RGGB and GBRG | ✅ | 4 CC0 corpus files (DiMAGE 7Hi, A1, A200, Dynax 7D) plus DiMAGE 7 and A2 checked against their previews; `vendor/mrw.rs` |
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| IIQ, MOS, ERF, KDC, X3F | all | ⬜ | preview |
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| DCR, MEF, MFW, DXO, GPR, TIFF raws | all | ⬜ | not imported |
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### Compressed ORF: a clean-room starting point
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@@ -270,7 +279,7 @@ works, from [raw/usage-weights.tsv](raw/usage-weights.tsv).
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| 7 | Sony A100 regression (#702) and DSC-F828 sensor decoding (preview-only) | +0.1 | 1–2 | ~0.07 | samples on raw.pixls.us |
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| 8 | Canon CRW (2000–2004 bodies) | +1.2 by the uniform tail weight, far less by real use | 6–12 | ≤ 0.1 | samples |
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| 9 | Nikon HE / HE★ NEF (Z 8, Z 9, Z 6III, Z f, Z50II, Z5II set to HE) | +1.1 | 20–40 | ~0.04 | a pure-Rust JPEG XS decoder |
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| 10 | Compressed SRW, Hasselblad 3FR, IIQ, X3F, MRW, KDC, ERF, DCR, MEF, GPR | +0.6 together | 45–85 | ~0.01 | samples; low use |
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| 10 | Compressed SRW, Hasselblad 3FR, IIQ, X3F, KDC, ERF, DCR, MEF, GPR (MRW done) | +0.6 together | 45–85 | ~0.01 | samples; low use |
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Beyond decoding:
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@@ -292,6 +301,7 @@ Beyond decoding:
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| 2026-10-13 | minor | Nikon D90 image area (4288 × 2848 at 10, 10) and white level (3830) measured on 10 of 550 NEFs from one body: its 42 filler columns no longer develop as a pink band |
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| 2026-10-12 | minor | Hasselblad Lunar verified (a Sony NEX-7 ARW under Make HASSELBLAD, now decoded): 236 verified, 232 preview; an uncompressed Leaf MOS is recognised as a raw (preview only) instead of opening as a greyscale image of its mosaic (#1275) |
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| 2026-10-12 | minor | SR2/SRF folder discovery and shared CLI/MCP extensions; public DSC-R1 sensor import and DSC-F828 preview-only import agree with direct import. F828 reclassified as preview-only (234 preview, 35 unsupported); sensor-decoding scores unchanged |
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| 2026-10-12 | minor | Minolta MRW decoded (`vendor/mrw.rs`): DiMAGE 7, 7Hi, A1, A2, A200 and Dynax / Maxxum 7D verified; 241 verified, 947 unverified, 222 preview |
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| 2026-10-10 | minor | Compressed ORF: pointer to the two Olympus patents that describe the method, as a clean-room starting point |
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| 2026-10-12 | minor | PEF without area tags: masked border rows and columns trimmed against the BlackPoint (issue #1271; KP, KF, K-3 Mark III, K-70, K-1, K-1 Mark II, K-S1, K-S2, 645Z); counts unchanged |
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| 2026-10-11 | minor | EOS R5 Mark II verified (CRX QP-map first literal and limited-length escape, odd-height Bayer planes; 4 CC0 files pinned, QP maps of 33,665 private files): 235 verified, 942 unverified; use-weighted 85% (42% on verified bodies); decoding 77%, RAW readiness unchanged at ~56% |
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@@ -85,7 +85,9 @@ def classify(maker, camera, ext_field):
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return "preview", "SRW", "compressed SRW is not decoded"
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return "unverified", "SRW", "uncompressed / packed SRW"
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e = es[0] if es else ""
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if e in ("CRW", "3FR", "FFF", "IIQ", "MOS", "ERF", "KDC", "MRW", "X3F", "RAW", "ORI"):
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if e == "MRW":
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return "unverified", "MRW", "MRW decoder (12-bit packed, 16-bit words)"
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if e in ("CRW", "3FR", "FFF", "IIQ", "MOS", "ERF", "KDC", "X3F", "RAW", "ORI"):
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return "preview", e, f"{e} is opened from its embedded JPEG only"
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return "unsupported", e, f"{e or 'unknown'} is not imported"
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+11
-11
@@ -552,17 +552,17 @@ Kodak EasyShare Z1015 IS KDC 2008 preview KDC is opened from its embedded JPEG o
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Kodak EasyShare Z980 KDC 2008 preview KDC is opened from its embedded JPEG only
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Kodak EasyShare Z981 RAW 2010 preview RAW is opened from its embedded JPEG only
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Kodak EasyShare Z990 RAW 2010 preview RAW is opened from its embedded JPEG only
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Konica Minolta Alpha-5 Digital (China) MRW 2005 preview MRW is opened from its embedded JPEG only
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Konica Minolta Alpha Sweet Digital (Japan) MRW 2005 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE 5 MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE 7 MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE 7i MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE 7Hi MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE A1 MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE A2 MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta DiMAGE A200 MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta Maxxum 5D Dynax 5D MRW 2005 preview MRW is opened from its embedded JPEG only
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Konica Minolta Maxxum 7D Dynax 7D MRW 2003 preview MRW is opened from its embedded JPEG only
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Konica Minolta Alpha-5 Digital (China) MRW 2005 unverified MRW decoder (12-bit packed, 16-bit words)
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Konica Minolta Alpha Sweet Digital (Japan) MRW 2005 unverified MRW decoder (12-bit packed, 16-bit words)
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Konica Minolta DiMAGE 5 MRW 2003 unverified MRW decoder (12-bit packed, 16-bit words)
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Konica Minolta DiMAGE 7 MRW 2003 verified raw.pixls.us check: CC0 sample decoded and its WB / CFA matched to the embedded preview (vendor/mrw.rs)
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Konica Minolta DiMAGE 7i MRW 2003 unverified MRW decoder (12-bit packed, 16-bit words)
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Konica Minolta DiMAGE 7Hi MRW 2003 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta DiMAGE A1 MRW 2003 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta DiMAGE A2 MRW 2003 verified raw.pixls.us check: CC0 sample decoded and its WB / CFA matched to the embedded preview (vendor/mrw.rs)
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Konica Minolta DiMAGE A200 MRW 2003 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta Maxxum 5D Dynax 5D MRW 2005 unverified MRW decoder (12-bit packed, 16-bit words)
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Konica Minolta Maxxum 7D Dynax 7D MRW 2003 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Leaf AFi II 6 MOS 2008 preview MOS is opened from its embedded JPEG only
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Leaf AFi II 7 MOS 2008 preview MOS is opened from its embedded JPEG only
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Leaf Aptus 17 MOS 2007 preview MOS is opened from its embedded JPEG only
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Can't render this file because it contains an unexpected character in line 86 and column 19.
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@@ -250,3 +250,9 @@ Sony RX1R II (DSC-RX1RM2) verified issue #535: raw.pixls.us bulk check of all 10
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Sony ZV-1 (DCZV1/B) verified issue #535: raw.pixls.us bulk check of all 100 Sony bodies (decodes; BL/WL/crop/WB vs ExifTool)
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Sony ZV-E1 verified issue #535: raw.pixls.us bulk check of all 100 Sony bodies (decodes; BL/WL/crop/WB vs ExifTool)
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Sony ZV-E10 verified issue #535: raw.pixls.us bulk check of all 100 Sony bodies (decodes; BL/WL/crop/WB vs ExifTool)
|
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Konica Minolta DiMAGE 7Hi verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta DiMAGE A1 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta DiMAGE A200 verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
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Konica Minolta Maxxum 7D Dynax 7D verified corpus: crates/raw/tests/corpus.rs (xtask RAW_SAMPLES)
|
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Konica Minolta DiMAGE 7 verified raw.pixls.us check: CC0 sample decoded and its WB / CFA matched to the embedded preview (vendor/mrw.rs)
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Konica Minolta DiMAGE A2 verified raw.pixls.us check: CC0 sample decoded and its WB / CFA matched to the embedded preview (vendor/mrw.rs)
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Can't render this file because it contains an unexpected character in line 2 and column 3.
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@@ -49,6 +49,8 @@ phase #85, duplicate Local entries #22, black GPU exports on an Intel iGPU #78).
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| Features (weighted areas below) | ~77% (checklist 81.1%, measured) | ~61% | 600–1,100 h | [Features](#features) |
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| ↳ RAW cameras, colour and lens profiles (part of features) | 81% of Adobe's 1,446 models decode (16% verified), measured | ~56% | 255–480 h | [raw-parity.md](raw-parity.md) |
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| UI/UX fidelity | ~85% | ~70% | 34–58 h | [ui-parity.md](ui-parity.md) |
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| ↳ RAW cameras, colour and lens profiles (part of features) | 82% of Adobe's 1,446 models decode (17% verified), measured | ~56% | 255–480 h | [raw-parity.md](raw-parity.md) |
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| UI/UX fidelity | ~85% | ~70% | 40–70 h | [ui-parity.md](ui-parity.md) |
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| File formats (non-raw: images, sidecars, presets, catalogs) | ~85% | ~70% | 30–55 h | [file-format-parity.md](file-format-parity.md) |
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| Hardware | ~50% | ~40% | 40–80 h (+ tethering and printing, counted under Classic modules) | [hardware-parity.md](hardware-parity.md) |
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| Localization (12 key languages) | 7 of 12 present | ~52% (mean of the 12, measured) | 130–210 h for the target's set; +145–255 h for Hindi, Arabic, Indonesian, Vietnamese, Korean | [localization-parity.md](localization-parity.md) |
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@@ -299,6 +301,7 @@ P2 items 12–25 h; look tuning, performance, packaging, hardening 25–45 h.
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|---|---|---|
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| 2026-10-12 | minor | UI/UX remaining 40–70 h → 34–58 h (accessibility audit landed, ui-parity.md); percentages unchanged |
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| 2026-10-11 | minor | Stability evidence: tests in CI on Linux, macOS and Windows (`ci.yml`, #1050), GPU equivalence on software adapters; not green on `main` yet, so the ×0.92 stability discount and the numbers are unchanged |
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| 2026-10-12 | minor | Minolta MRW decoded (raw-parity.md): 241 models verified, 222 preview-only; use-weighted shares and the rounded numbers unchanged |
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| 2026-10-11 | minor | EOS R5 Mark II CR3 verified (raw-parity.md): use-weighted share whose camera decodes 84% → 85%, RAW decoding 76% → 77%; full 60.6% → 60.7%, mainstream depth 71.8% → 72.1%, essentials depth 77.4% → 77.5%; the rounded numbers (~61%, ~49%, ~64%) are unchanged |
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| 2026-10-10 | minor | RAW measured model by model (raw-parity.md): RAW decoding (76%) and colour (35%) are explicit rows of the full sum (59% → 61%); mainstream uses the use-weighted 84% plus a ×0.85 colour discount (51% → 49%); essentials uses 84% × colour 0.75 (63% → 64%); beta ~14 points |
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| 2026-10-10 | minor | Full number restored to an additive weighted sum over the dimensions (~59%; method aligned with the standard, no new evidence); hours to ~95% for each of the three audiences; beta distance ~16 points |
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