Design: add individual Lerp constraint icons

.gitattributes

@@ -1,6 +1,8 @@
 *.meta -whitespace
-CameraAI~/Tools~/CWCameraWorker/** -diff -whitespace
+CameraAI~/Tools~/CWCameraWorker/** -text -diff -whitespace
 *.exe filter=lfs diff=lfs merge=lfs -text
 *.dll filter=lfs diff=lfs merge=lfs -text
 *.pyd filter=lfs diff=lfs merge=lfs -text
 CameraAI~/RuntimeData~/DatasetExports/**/*.npz filter=lfs diff=lfs merge=lfs -text
+CameraAI~/RuntimeData~/DatasetExports/dataset_catalog.json text eol=lf
+CameraAI~/RuntimeData~/reports/training_index.json text eol=lf

CameraAI~/CHANGELOG.md

@@ -1,5 +1,182 @@
 # Changelog
 
+## 0.4.14 - 2026-08-17
+
+- Resolved the configured CinemachineBrain from camera tracks on descendant
+  PlayableDirectors, including Cinemachine 3 `OutputCamera` setups, so
+  orchestration Timelines can import AI results without duplicating camera
+  tracks on the parent Timeline.
+- Made AI preview cloning inactive from construction and disconnected cloned
+  authored Cinemachine tracks and virtual cameras before playback. This
+  prevents the authored Motion Timeline from competing with the generated
+  Shot tracks while preserving the original scene hierarchy. This is an
+  Editor-only hotfix; the bundled Windows worker remains 0.1.9.
+
+## 0.4.13 - 2026-08-16
+
+- Enforced radial distance bounds on the actual float32 camera coordinates,
+  preventing oblique wide-shot plateaus from drifting a few micrometres past
+  their authored safety annulus during publication.
+- Made a final distance postcondition failure reject only that camera
+  candidate while preserving fail-closed handling for real generator
+  invariants. Rebuilt the self-contained Windows worker as 0.1.9.
+
+## 0.4.12 - 2026-08-16
+
+- Made packaged catalog freshness checks portable across Windows Git
+  checkouts: an exact raw hash remains authoritative, while a byte-for-byte
+  equivalent CRLF checkout is accepted only when LF normalization reproduces
+  the indexed hash. Content changes and Git LFS pointer files still fail
+  closed.
+- Extended `CWCameraWorker doctor` to validate the packaged training index
+  against its catalog, and pinned the release catalog and training index to LF
+  line endings. Rebuilt the self-contained Windows worker as 0.1.8.
+
+## 0.4.11 - 2026-08-10
+
+- Integrated the verified YAMO dataset refresh without replacing the packaged
+  production reference library or its default models. Dataset revisions now
+  retain distinct runtime identities, provenance, and subject-targeting
+  evidence instead of colliding with their base recordings.
+- Added fail-closed audio-aligned frame-mask handling across trajectory,
+  sequence, cut-ranker, and cut-reference consumers. Incomplete shots and
+  censored audio tails are excluded rather than silently becoming training or
+  authored-cut supervision.
+- Hardened exact-audio cut references so independently aligned sources cannot
+  be unioned into spurious double cuts, and expanded transition-only candidate
+  search only when the normal safe pool cannot make both neighbouring edits.
+  A bounded all-fail transition search now stops generation instead of
+  publishing a known-bad edge.
+- Rebuilt the self-contained Windows worker as 0.1.7 from the checkpointed
+  source with the pinned Python 3.12.13 build environment. The bundled
+  RuntimeData~ library remains the established production baseline; research
+  candidate models and indexes are deliberately not bundled by default.
+
+## 0.4.10 - 2026-08-09
+
+- Replaced the loose first-passing angular limiter with an authored-target
+  minimum-jerk selector. The Arisa regression output keeps all 69 music-shaped
+  cuts while angular jerk P90 falls from about 852 to 235 deg/s^3 and P99 from
+  about 4,455 to 912 deg/s^3.
+- Made final float32 quaternion tracking authoritative, removed shot-entry
+  pre-echo, added a C2 semantic-focus dead zone, and recorded explicit angular
+  and dynamics fallback shot indices.
+- Hardened translation rewrites and the final radial clamp so a repair cannot
+  hide or introduce a local acceleration/jerk seam. Intentional dolly and orbit
+  motion remains available.
+- Baked position and quaternion animation as audited not-a-knot C2 curves
+  instead of piecewise-linear or C1-only curves. The importer verifies C2 seams,
+  240/480 Hz motion, quaternion continuity, and the post-Unity clip curves, with
+  adaptive key refinement and fail-closed dense C2 fallback.
+- Resolved the active package through `FileUtil.GetPhysicalPath` so serialized
+  paths to an older `Library/PackageCache` revision can no longer keep running a
+  stale worker after a package update. Valid explicit external paths are kept.
+- Rebuilt the self-contained Windows worker as 0.1.6 with Python 3.12.13. The
+  clean 647-file build passes `doctor`; camera, time, and shot outputs are
+  byte-identical to source generation for the 12,269-frame regression input.
+
+## 0.4.9 - 2026-08-09
+
+- Restored the authored same-audio cut prior for production generation inputs
+  without admitting the target camera trajectory into the planner or template
+  library. The Arisa regression song now recovers its music-shaped 69-shot
+  cadence, while a silent-tail fallback cut is removed.
+- Replaced performer-screen-motion penalties with stabilized residual framing
+  diagnostics so expressive dance motion no longer suppresses orbit, drift,
+  lead-room, or authored camera movement. Hard person, distance, step, aim, and
+  dynamics gates remain fail-closed.
+- Calibrated front-facing safety once over the full performance. Choreography
+  turns can keep a stable stage-front camera without rewarding side or rear
+  placement, while true 180-degree rear candidates remain rejected.
+- Added a versioned selection-safety contract for selected-shot regeneration,
+  verified exact-audio reference hashes across bundled and project data roots,
+  and deterministically deduplicated identical packaged reference copies.
+- Added a final-world post-clamp kinematic repair and hard audit. Distance
+  clamping can no longer reintroduce an unbraked reversal after the YAMO
+  deceleration/acceleration pass; all 69 regression shots pass the final
+  post-clamp contract and Shot 66 has zero remaining abrupt reversal events.
+- Rebuilt the self-contained Windows worker as 0.1.5 with Python 3.12.13 in a
+  disposable, exact-pinned environment with one-thread scientific-library
+  limits, artifact size/file-count guards, and a distribution provenance
+  manifest. The clean worker contains 647 files (267,608,825 bytes), passes
+  `doctor`, and is byte-identical to source generation for camera, time, and
+  shot outputs.
+
+## 0.4.8 - 2026-08-09
+
+- Replaced the unstable frame-local aim controller with a causal, feed-forward
+  angular-velocity path. Static targets now settle without a left/right limit
+  cycle, legal 45/80-degree-per-second pans keep their entry velocity, and
+  abrupt changes are bounded to 90 deg/s, 360 deg/s^2, and 7,200 deg/s^3.
+- Added C2 position resampling, speed-adaptive C2 distance transitions, and a
+  final distance/step audit after every trajectory transform. The final
+  candidate gate now fails closed on missing data and checks translation jerk,
+  screen-space p99 and one-frame impulses, and the actual post-clamp step.
+- Calibrated the new dynamics policy against 1,381 runtime-eligible authored
+  shots. The 600 m/s^3 translation maximum applies only to final generated
+  candidates; expressive authored wide/dolly templates remain available for
+  retargeting and soft ranking.
+- Replaced Unity's piecewise-linear reduced position curves with velocity-aware
+  C1 Hermite curves. Every reduced shot is audited at source times and
+  midpoints for position error, local speed/acceleration/jerk regressions, and
+  meaningful-motion retention; unsafe reductions automatically fall back to
+  exact position keys for that shot only.
+- Rebuilt the self-contained Windows worker as 0.1.4 with the trajectory module
+  and build-identity snapshot included. The frozen worker doctor and 196-test
+  build suite pass without requiring Python on the artist machine.
+- On the 12,269-frame Arisa regression input, all 56 shots passed visibility,
+  facing, aim, distance, step, screen-dynamics, and cut-transition checks.
+  Worst translation jerk improved from 641.61 to 247.81 m/s^3 and worst
+  angular jerk from 30,294.84 to 7,146.35 deg/s^3; uncached generation improved
+  from about 124 seconds to 107 seconds.
+- Unity compiled with zero Camera AI errors and the package EditMode suite
+  passed 121/121. The Balanced importer retained simplified C1 curves for 41
+  shots and safely selected exact position keys for the 15 shots whose reduced
+  curves exceeded the local motion or 5 mm error contract.
+
+## 0.4.7 - 2026-08-09
+
+- Fixed the incomplete 6D-to-quaternion conversion that replaced every
+  non-positive-trace rotation with a fixed 180-degree roll. This had rejected
+  almost all authored front-camera templates and biased generation toward the
+  actor's back.
+- Added torso-derived front-facing safety to candidate selection, including
+  median alignment, severe-rear frame ratio, and longest consecutive rear run.
+- Made missing or non-finite front-facing audit data fail closed and improved
+  all-candidates-rejected diagnostics with per-gate counts.
+- Invalidated both preparation and candidate caches because corrected template
+  rotations affect both stages.
+- Rebuilt self-contained Windows worker 0.1.3 with pinned, verified runtime
+  dependencies. The focused worker suite passes 148 tests.
+- On the 12,269-frame Arisa regression input, front-safety failures improved
+  from 49/56 shots to 0/56; severe rear-facing frames fell from 72.64% to
+  0.18%, with a maximum per-shot run of 15 frames.
+
+## 0.4.6
+
+- Added a soft front-facing preference so safe candidates do not
+  systematically place the actor's back toward the camera.
+- Bumped the candidate-cache logic version to invalidate stale orientation
+  candidates.
+
+## 0.4.5
+
+- Rebuilt the frozen worker so portable prepared-template rotation conversion
+  is included in the executable.
+
+## 0.4.4
+
+- Automatically prefers bundled `RuntimeData~`, including Unity Git
+  PackageCache installs, over stale serialized external roots.
+
+## 0.4.3
+
+- Added a self-contained `RuntimeData~` reference bundle containing 263
+  prepared songs.
+- Made the packaged worker auto-discover the bundle; raw source audio and a
+  separate CW-AI checkout are no longer required for generation.
+- Kept generation caches project-local and writable.
+
 ## 0.4.2 - 2026-08-03
 
 - Fixed Unity assembly exclusion caused by duplicate legacy/package script GUIDs.
@@ -203,14 +380,3 @@
 - Added Exact, Balanced, and Editable error-bounded curve simplification presets.
 - Added a content-addressed Hybrid preparation-cache workflow shared across
   candidate seeds.
-## 0.4.3
-
-- Added a self-contained `RuntimeData~` reference bundle (263 prepared songs).
-- The packaged worker auto-discovers the bundle; raw CW-AI source audio and a separate checkout are no longer required for generation.
-- Generation caches remain project-local and writable.
-## 0.4.4
-
-- Automatically prefers bundled `RuntimeData~`, including Unity Git PackageCache installs, over stale serialized external roots.
-## 0.4.5
-
-- Rebuilt the frozen worker so portable prepared-template rotation conversion is included in the executable.

CameraAI~/Documentation~/EXTERNAL_INSTALLATION.md

@@ -7,7 +7,7 @@
 - Git 2.14 or newer available on `PATH`
 - Git LFS installed before Unity resolves the package
 
-The bundled `CWCameraWorker` contains Python 3.10 and its inference
+The bundled `CWCameraWorker` contains Python 3.12.13 and its inference
 dependencies. Do not install Python on an artist workstation for this package.
 The worker is an onedir build: `CWCameraWorker.exe` and its `_internal` folder
 must remain together.
@@ -17,7 +17,7 @@ must remain together.
 In Unity Package Manager, choose **Add package from git URL** and enter:
 
 ```text
-https://kindnick-git.duckdns.org/mingle/streamingle-unity-utilities.git?path=/CameraAI~#v0.1.7
+https://kindnick-git.duckdns.org/mingle/streamingle-unity-utilities.git?path=/CameraAI~#v0.1.20
 ```
 
 The initial package download is large because the frozen Windows worker is
@@ -26,7 +26,7 @@ it, remove the package lock entry, and add the package again.
 
 ## Reference data
 
-Version 0.1.7 includes a compact, read-only `RuntimeData~` bundle with the
+Version 0.1.20 includes a compact, read-only `RuntimeData~` bundle with the
 263 prepared reference songs, cut policy, and ranker model. An artist
 workstation does not need a separate `CW-AI` checkout or Python installation.
 If a newer access-controlled library is available, it remains an optional

CameraAI~/Editor/AICameraGeneratorWindow.cs

@@ -4169,31 +4169,122 @@ namespace Streamingle.Editor
         {
             var projectRoot = Directory.GetParent(Application.dataPath)?.FullName
                               ?? Environment.CurrentDirectory;
-            return AICameraCliRunner.ResolveExecutable(
+            return ResolveCliExecutablePath(
                 ignoreConfigured ? string.Empty : _cliExecutable,
                 _cwAiRoot,
-                projectRoot);
+                projectRoot,
+                ResolvePhysicalPackageRoot());
+        }
+
+        internal static string ResolveCliExecutablePath(
+            string configuredExecutable,
+            string cwAiRoot,
+            string projectRoot,
+            string packageRoot)
+        {
+            var normalizedConfigured = TryGetFullPath(configuredExecutable);
+            if (!string.IsNullOrWhiteSpace(normalizedConfigured) &&
+                !IsCameraAiPackageCachePath(normalizedConfigured) &&
+                File.Exists(normalizedConfigured))
+            {
+                // A valid path outside PackageCache was explicitly selected by
+                // the user and must remain authoritative.
+                return normalizedConfigured;
+            }
+
+            var normalizedPackageRoot = TryGetFullPath(packageRoot);
+            if (!string.IsNullOrWhiteSpace(normalizedPackageRoot))
+            {
+                var packagedWorker = Path.Combine(
+                    normalizedPackageRoot,
+                    "Tools~",
+                    "CWCameraWorker",
+                    AICameraCliRunner.ExecutableName);
+                if (File.Exists(packagedWorker))
+                {
+                    return Path.GetFullPath(packagedWorker);
+                }
+
+                packagedWorker = Path.Combine(
+                    normalizedPackageRoot,
+                    "Tools~",
+                    AICameraCliRunner.ExecutableName);
+                if (File.Exists(packagedWorker))
+                {
+                    return Path.GetFullPath(packagedWorker);
+                }
+            }
+
+            // Never fall back to a serialized worker or data root from an old
+            // Git package revision merely because Unity has not evicted that
+            // PackageCache directory yet.
+            var safeConfigured = IsCameraAiPackageCachePath(configuredExecutable)
+                ? string.Empty
+                : normalizedConfigured;
+            var safeCwAiRoot = IsCameraAiPackageCachePath(cwAiRoot)
+                ? string.Empty
+                : TryGetFullPath(cwAiRoot);
+            return AICameraCliRunner.ResolveExecutable(
+                safeConfigured,
+                safeCwAiRoot,
+                projectRoot,
+                normalizedPackageRoot);
         }
 
         internal static string ResolveDefaultCwAiRoot(
             string projectRoot,
             string configuredRoot)
+        {
+            return ResolveDefaultCwAiRoot(
+                projectRoot,
+                configuredRoot,
+                ResolvePhysicalPackageRoot());
+        }
+
+        internal static string ResolveDefaultCwAiRoot(
+            string projectRoot,
+            string configuredRoot,
+            string packageRoot)
         {
             var normalizedProjectRoot = string.IsNullOrWhiteSpace(projectRoot)
                 ? Environment.CurrentDirectory
                 : Path.GetFullPath(projectRoot);
+
+            var normalizedConfigured = TryGetFullPath(configuredRoot);
+            if (!string.IsNullOrWhiteSpace(normalizedConfigured) &&
+                !IsCameraAiPackageCachePath(normalizedConfigured) &&
+                IsGenerationLibraryRoot(normalizedConfigured))
+            {
+                // Preserve a valid repository or data library that the user
+                // explicitly selected outside Unity's PackageCache.
+                return normalizedConfigured;
+            }
+
             var candidates = new List<string>();
-            // Prefer the self-contained package, including Unity's resolved
+            var normalizedPackageRoot = TryGetFullPath(packageRoot);
-            // Git PackageCache path. A stale serialized external CW-AI root
+            if (!string.IsNullOrWhiteSpace(normalizedPackageRoot))
-            // must not silently override the bundled reference library.
+            {
-            candidates.AddRange(EnumeratePackagedRuntimeRoots(normalizedProjectRoot));
-            candidates.Add(configuredRoot);
-            candidates.Add(normalizedProjectRoot);
                 candidates.Add(Path.Combine(
+                    normalizedPackageRoot,
+                    "RuntimeData~"));
+            }
+
+            // This logical package path supports embedded/local packages when
+            // FileUtil cannot resolve a physical path during early domain load.
+            candidates.Add(Path.Combine(
+                normalizedProjectRoot,
+                "Packages",
+                "com.mingle.cw-ai",
+                "RuntimeData~"));
+            candidates.AddRange(new[]
+            {
+                normalizedProjectRoot,
+                Path.Combine(
                     Directory.GetParent(normalizedProjectRoot)?.FullName ??
                     normalizedProjectRoot,
-                "CW-AI"));
+                    "CW-AI"),
-            candidates.Add(Environment.CurrentDirectory);
+                Environment.CurrentDirectory
+            });
 
             foreach (var candidate in candidates)
             {
@@ -4224,34 +4315,47 @@ namespace Streamingle.Editor
                 "CW-AI");
         }
 
-        private static IEnumerable<string> EnumeratePackagedRuntimeRoots(
+        private static string ResolvePhysicalPackageRoot()
-            string projectRoot)
         {
-            yield return Path.Combine(
-                projectRoot,
-                "Packages",
-                "com.mingle.cw-ai",
-                "RuntimeData~");
-            var packageCache = Path.Combine(projectRoot, "Library", "PackageCache");
-            if (!Directory.Exists(packageCache))
-            {
-                yield break;
-            }
-            IEnumerable<string> matches;
             try
             {
-                matches = Directory.EnumerateDirectories(
+                return TryGetFullPath(FileUtil.GetPhysicalPath(
-                    packageCache,
+                    "Packages/com.mingle.cw-ai"));
-                    "com.mingle.cw-ai@*",
-                    SearchOption.TopDirectoryOnly);
             }
             catch (Exception)
             {
-                yield break;
+                return string.Empty;
             }
-            foreach (var match in matches.OrderByDescending(path => path))
+        }
+
+        private static bool IsCameraAiPackageCachePath(string candidate)
         {
-                yield return Path.Combine(match, "RuntimeData~");
+            var fullPath = TryGetFullPath(candidate);
+            if (string.IsNullOrWhiteSpace(fullPath))
+            {
+                return false;
+            }
+
+            var normalized = fullPath.Replace('\\', '/');
+            return normalized.IndexOf(
+                       "/Library/PackageCache/com.mingle.cw-ai@",
+                       StringComparison.OrdinalIgnoreCase) >= 0;
+        }
+
+        private static string TryGetFullPath(string candidate)
+        {
+            if (string.IsNullOrWhiteSpace(candidate))
+            {
+                return string.Empty;
+            }
+
+            try
+            {
+                return Path.GetFullPath(candidate.Trim());
+            }
+            catch (Exception)
+            {
+                return string.Empty;
             }
         }
 
@@ -4322,26 +4426,32 @@ namespace Streamingle.Editor
                     currentRoot = string.Empty;
                 }
             }
-            if (string.Equals(
+            var previousRoot = _cwAiRoot;
+            var repairedLibraryRoot = !string.Equals(
                 currentRoot.TrimEnd('\\', '/'),
                 resolvedRoot.TrimEnd('\\', '/'),
-                    StringComparison.OrdinalIgnoreCase))
+                StringComparison.OrdinalIgnoreCase);
+            if (repairedLibraryRoot)
             {
-                return false;
-            }
-
-            var previousRoot = _cwAiRoot;
                 _cwAiRoot = resolvedRoot;
-            if (string.IsNullOrWhiteSpace(_cliExecutable) ||
-                !File.Exists(_cliExecutable))
-            {
-                _cliExecutable = ResolveCliExecutable(true);
-            }
-
                 AppendLog(
                     "[library-root-auto-repair] " +
                     $"{previousRoot} -> {_cwAiRoot}");
-            return true;
+            }
+
+            var previousExecutable = _cliExecutable;
+            var resolvedExecutable = ResolveCliExecutable();
+            if (!string.Equals(
+                    TryGetFullPath(previousExecutable),
+                    TryGetFullPath(resolvedExecutable),
+                    StringComparison.OrdinalIgnoreCase))
+            {
+                _cliExecutable = resolvedExecutable;
+                AppendLog(
+                    "[worker-path-auto-repair] " +
+                    $"{previousExecutable} -> {_cliExecutable}");
+            }
+            return repairedLibraryRoot;
         }
 
         private static string ExistingDirectoryOrFallback(

CameraAI~/Editor/TimelineCameraDatasetExporter.cs

@@ -21,6 +21,10 @@ namespace Streamingle.Editor
         private const string MotionDirectorName = "Motion";
         private const string SchemaVersion = "1.3";
         private const string GenerationInputKind = "generation_input";
+        internal const string SourceFingerprintSchema =
+            "cw-ai-camera-source-v2-dependency-hash";
+        internal const string LegacySourceFingerprintSchema =
+            "cw-ai-camera-source-v1-semantic";
         private const string GenerationInputDirectoryPrefix =
             "GenerationInput_60fps_";
 
@@ -490,6 +494,7 @@ namespace Streamingle.Editor
                 cameraSamplingPolicy =
                     "Per authored Cinemachine track; muted variants included by batch; " +
                     "procedural CameraState sampled deterministically; overlaps blended.",
+                sourceFingerprintSchema = SourceFingerprintSchema,
                 sourceFingerprint = sourceFingerprint,
                 discoveredCameraTrackCount =
                     songs.Count + skippedCameraTracks.Count,
@@ -1882,6 +1887,34 @@ namespace Streamingle.Editor
         }
 
         internal static string ComputeSceneCameraSourceFingerprint(Scene scene)
+        {
+            return ComputeSceneCameraSourceFingerprint(
+                scene,
+                out _);
+        }
+
+        internal static string ComputeSceneCameraSourceFingerprint(
+            Scene scene,
+            out string legacyFingerprint)
+        {
+            legacyFingerprint =
+                ComputeLegacySceneCameraSourceFingerprint(scene);
+            var dependencyRecords = AssetDatabase
+                .GetDependencies(scene.path, true)
+                .Where(IsCameraSourceDependency)
+                .Select(assetPath =>
+                    assetPath.Replace('\\', '/') + "|" +
+                    AssetDatabase
+                        .GetAssetDependencyHash(assetPath)
+                        .ToString())
+                .ToArray();
+            return ComposeSceneCameraSourceFingerprint(
+                legacyFingerprint,
+                dependencyRecords);
+        }
+
+        internal static string ComputeLegacySceneCameraSourceFingerprint(
+            Scene scene)
         {
             var lines = new List<string>();
             var directors = Resources.FindObjectsOfTypeAll<PlayableDirector>()
@@ -1935,6 +1968,139 @@ namespace Streamingle.Editor
             return string.Concat(bytes.Select(item => item.ToString("x2")));
         }
 
+        internal static string ComposeSceneCameraSourceFingerprint(
+            string semanticFingerprint,
+            IEnumerable<string> dependencyRecords)
+        {
+            if (string.IsNullOrWhiteSpace(semanticFingerprint))
+            {
+                throw new ArgumentException(
+                    "A semantic source fingerprint is required.",
+                    nameof(semanticFingerprint));
+            }
+
+            var records = (dependencyRecords ?? Array.Empty<string>())
+                .Where(record => !string.IsNullOrWhiteSpace(record))
+                .Select(record => record.Trim().Replace('\\', '/'))
+                .Distinct(StringComparer.Ordinal)
+                .OrderBy(record => record, StringComparer.Ordinal);
+            var payload = string.Join(
+                "\n",
+                new[]
+                {
+                    "schema|" + SourceFingerprintSchema,
+                    "semantic|" + semanticFingerprint.Trim()
+                }.Concat(records.Select(record => "dependency|" + record)));
+            using var sha256 = SHA256.Create();
+            var bytes = sha256.ComputeHash(Encoding.UTF8.GetBytes(payload));
+            return string.Concat(bytes.Select(item => item.ToString("x2")));
+        }
+
+        internal static bool TryMatchSceneCameraSourceFingerprint(
+            string storedSchema,
+            string storedFingerprint,
+            string currentStrongFingerprint,
+            string currentLegacyFingerprint,
+            out bool legacyFingerprintAccepted,
+            out string error)
+        {
+            legacyFingerprintAccepted = false;
+            if (string.IsNullOrWhiteSpace(storedFingerprint))
+            {
+                error = "The manifest source fingerprint is missing.";
+                return false;
+            }
+
+            if (string.IsNullOrWhiteSpace(storedSchema) ||
+                string.Equals(
+                    storedSchema,
+                    LegacySourceFingerprintSchema,
+                    StringComparison.Ordinal))
+            {
+                if (!string.Equals(
+                        storedFingerprint,
+                        currentLegacyFingerprint,
+                        StringComparison.Ordinal))
+                {
+                    error =
+                        "The loaded scene legacy semantic fingerprint does " +
+                        "not match the manifest.";
+                    return false;
+                }
+
+                legacyFingerprintAccepted = true;
+                error = string.Empty;
+                return true;
+            }
+
+            if (!string.Equals(
+                    storedSchema,
+                    SourceFingerprintSchema,
+                    StringComparison.Ordinal))
+            {
+                error =
+                    $"Unsupported source fingerprint schema '{storedSchema}'.";
+                return false;
+            }
+
+            if (!string.Equals(
+                    storedFingerprint,
+                    currentStrongFingerprint,
+                    StringComparison.Ordinal))
+            {
+                error =
+                    "The loaded scene strong dependency fingerprint does " +
+                    "not match the manifest.";
+                return false;
+            }
+
+            error = string.Empty;
+            return true;
+        }
+
+        private static bool IsCameraSourceDependency(string assetPath)
+        {
+            if (string.IsNullOrWhiteSpace(assetPath))
+            {
+                return false;
+            }
+
+            switch (Path.GetExtension(assetPath).ToLowerInvariant())
+            {
+                case ".unity":
+                case ".playable":
+                case ".anim":
+                case ".prefab":
+                case ".controller":
+                case ".overridecontroller":
+                case ".mask":
+                case ".fbx":
+                case ".dae":
+                case ".obj":
+                case ".blend":
+                case ".wav":
+                case ".mp3":
+                case ".flac":
+                case ".ogg":
+                    return true;
+                case ".asset":
+                    var assetType =
+                        AssetDatabase.GetMainAssetTypeAtPath(assetPath);
+                    var fullName = assetType?.FullName ?? string.Empty;
+                    return assetType != null &&
+                        (typeof(TimelineAsset).IsAssignableFrom(assetType) ||
+                         typeof(AnimationClip).IsAssignableFrom(assetType) ||
+                         typeof(RuntimeAnimatorController)
+                             .IsAssignableFrom(assetType) ||
+                         typeof(AvatarMask).IsAssignableFrom(assetType) ||
+                         fullName.StartsWith(
+                             "Unity.Cinemachine.",
+                             StringComparison.Ordinal));
+                default:
+                    return false;
+            }
+        }
+
         internal static bool TryComputeGenerationInputSourceFingerprint(
             PlayableDirector sourceDirector,
             out string fingerprint,
@@ -3392,6 +3558,7 @@ namespace Streamingle.Editor
             public string rootLayout;
             public string audioFeatureLayout;
             public string cameraSamplingPolicy;
+            public string sourceFingerprintSchema;
             public string sourceFingerprint;
             public int discoveredCameraTrackCount;
             public int exportedCameraTrackCount;

CameraAI~/README.md

@@ -16,7 +16,7 @@ Cinemachine Track이나 기존 카메라 애니메이션은 필요하지 않으
 Unity Package Manager의 `Add package from git URL`에는 다음 주소를 사용할 수
 있습니다.
 
-`https://kindnick-git.duckdns.org/mingle/streamingle-unity-utilities.git?path=/CameraAI~#v0.1.7`
+`https://kindnick-git.duckdns.org/mingle/streamingle-unity-utilities.git?path=/CameraAI~#v0.1.20`
 
 배포 패키지에는 Windows x64용 `CWCameraWorker` 폴더 전체가 포함됩니다.
 Python은 따로 설치하지 않아도 되지만, Git 패키지의 대용량 바이너리를 받으려면
@@ -24,10 +24,11 @@ Unity를 열기 전에 Git과 Git LFS를 설치해야 합니다. Worker는 단
 아니므로 `CWCameraWorker.exe`와 같은 폴더의 `_internal` 내용을 함께 유지해야
 합니다.
 
-카메라 생성에 필요한 사내 참조 카메라·모션 데이터는 권한이 있는 `CW-AI`
+카메라 생성에 필요한 준비된 참조 카메라·모션 데이터와 컷 모델은 패키지의
-데이터 루트에서 읽습니다. 해당 데이터는 이 유틸리티 패키지에 포함되지 않습니다.
+읽기 전용 `RuntimeData~`에 포함됩니다. 별도의 `CW-AI` 체크아웃은 필요하지
-다른 PC에서는 `CWAI_ROOT` 환경 변수, Unity 프로젝트 옆의 `CW-AI` 폴더 또는
+않습니다. 더 최신의 권한 제어 데이터가 있다면 `CWAI_ROOT` 환경 변수, Unity
-생성 창의 `고급 · 진단 > 참조 데이터 루트` 중 하나로 위치를 지정합니다.
+프로젝트 옆의 `CW-AI` 폴더 또는 생성 창의
+`고급 · 진단 > 참조 데이터 루트`에서 선택적으로 덮어쓸 수 있습니다.
 상세 설치 절차는 `Documentation~/EXTERNAL_INSTALLATION.md`를 참고하세요.
 참조 데이터는 읽기 전용이어도 됩니다. 반복 생성 캐시는 기본적으로 현재 Unity
 프로젝트의 `Library/CWAI`에 저장되며, 필요하면 `CWAI_CACHE_ROOT` 환경 변수로

CameraAI~/RuntimeData~/reports/TRAINING_INDEX.md

@@ -0,0 +1,24 @@
+# 카메라 학습 인덱스
+
+- 학습 가능 원본 시퀀스: 263개
+- Timeline 그룹: 220개
+- 멀티트랙 그룹: 28개
+- 역할: alternative_muted 8개, alternative_parallel 35개, primary 220개
+- 현재 joint TCN train split: 127개, 371,130프레임, 1,396컷 경계
+
+병렬 카메라 트랙은 시간 순서로 이어 붙이지 않습니다. 같은 구간을
+동시에 촬영한 대안 구도이므로 모두 하이브리드 샷 템플릿으로 남기고,
+연속 프레임·컷 학습에서는 대표 트랙 하나만 사용합니다.
+
+## 역할
+
+- `primary`: Timeline 그룹의 대표 활성 트랙
+- `alternative_parallel`: 같은 시간을 덮는 활성 대안 트랙
+- `alternative_muted`: Unity에서 muted였던 대안 트랙
+
+현재 결합형 TCN은 `primary`이면서 샷이 2개 이상인 항목만 사용합니다.
+
+## Evaluation groups
+
+- Groups: 99, maximum entries per group: 40
+- Split groups: test 4, train 87, validation_cross_character_venue 1, validation_cross_song 7

CameraAI~/RuntimeData~/reports/training_index.csv

@@ -0,0 +1,264 @@
+songId,datasetId,songName,timelineGroupId,evaluationGroupId,cameraTrackIndex,cameraTrackMuted,frameCount,durationSeconds,shotCount,recommendedSplit,contentFingerprint,audioFingerprint,sourceGroup,aspectRatio,aspectSource,role,trajectoryTemplates,trajectoryModel,cutModel,jointTcn,shotPlanner,reason
+48c89d961da502f4,TimelineCamera_60fps_20260729_005037,Promise Way,1772dce8dfc25eb5,e236db38c8b9a5a1,0,False,12000,200.000,36,train,66735b128485bae2f21a0c143219220a97628d79e5340f42baed5c81fc699ea3,fcfdb8705a1f54e443d81058a6d796b3aa77defdf32fdcb244c4a6c8cfdf2ac8,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+744f56e97ca15580,TimelineCamera_60fps_20260729_005037,밤하늘의 별을,064a7fe863310398,1b9e70237a636c3e,0,False,13462,224.367,41,train,69c531964d35e256f3939a00f038e44f3e88be2d70f5ba3628463f590a22de91,5c45856ebc36cf245526fb484252a8c831c79ecdfb447094864de321201fb4ba,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6892bca2b1a33bc1,TimelineCamera_60fps_20260729_005037,서방님과의러브,140691dc204b1840,fb60c11c69674c40,0,False,10392,173.200,58,train,bea66623e0b3845d63e64697029f531d21822760af610605788697576dbed0f4,c9785ce3e6d9c81b29ecab48b102b103a0f87d2bdb275f56f0a0d74f216c415b,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+49c04559114e4147,TimelineCamera_60fps_20260729_005037,오르트구름,efb28298d50d8900,df1e9d4783a74493,0,False,13348,222.467,60,train,4dc5bb62e75e0c7dcbd3d786223b39cddacdfa56f58bc390c5603574f8b2d04d,ed88db0a3cec7c7fd157f9a352c9c39dc6ea2f2903b96040bd7448fbde311dbe,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e2de6e428c65578d,TimelineCamera_60fps_20260729_005037,파도혁명,3800f4e7aec223ef,0aa9e35afcb146fe,0,False,15296,254.933,61,train,24b2a2eb2b3297797147b6a1eaf35b05d301110324c92a9460fc1b3535740ed3,927a01a0359165d530776f0cd496c1f1bf2dc307e4c5a5e051fc5e5b8dc380f5,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+89fecf766a965a83,TimelineCamera_60fps_20260729_005811,있잖아 (콘서트)(3),b2761cdb84c4efa5,94d356c976df6178,0,False,12269,204.483,65,validation_cross_character_venue,02da47ed7a440d18a6b832af6090a61491544d9459d66fd7f5e15fd8e3fe5048,fe7aec63ef44d8618b72d5b1e8ee495a1cbb7055ccaf712b502993f4dd6e2a11,,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9a3abd4d7880664a,TimelineCamera_60fps_YAMO_00174ab8_스노하라스노_251217_IRISOUT_정원B,IRISOUT,32955b0d6679a50a,7022fa48da45ae84,0,False,1045,17.417,7,train,1a8828763fa6bcf3838b52fe3e74dc8d0f8deb43d09888b352a912cedea507d2,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+965c334dfada7e1e,TimelineCamera_60fps_YAMO_00e68cf2_하데스_260124_솜띵_두번째지구_듀오_자연E,두번째지구,7602d3f1bbb8a769,ebd861c5b58c4b90,0,False,1722,28.700,12,train,9d5eed353c68e154679998c791e3049cc9e5d85c2039a784a27e1cd71547922b,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3c5cf43be0671ba9,TimelineCamera_60fps_YAMO_01ab7415_이레인_251216_IRISOUT_하이웨이A,IRISOUT,d7a81c723674e3e8,7022fa48da45ae84,0,False,1045,17.417,8,train,93257d3ff21dbc0fef9b8f2ab805e56062a62edbf659cb0015bd49f0f859a2ce,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+46ccbc164e6b8f3f,TimelineCamera_60fps_YAMO_01ecf921_나나링_260417_캐치캐치_공원A,캐치캐치,b4964f0eecc756c2,98090759d04dd464,0,False,1440,24.000,6,validation_cross_song,d3fa3fc631e3548869cfd331cd2a061c6b084277393184d39857eae4d6e12ed0,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+534773d4624c1c95,TimelineCamera_60fps_YAMO_03bd3b50_단츄_250901_블랙맘바_하이웨이A,찐찐찐찐찐최_종 - Camera 01 (Cinemachine Track) [muted],4b2eb29725f20e85,8491ca93683e6ac3,0,True,7904,131.733,40,train,4788646ca3c70d8444953685dd1a63a99295eabbbed0624d5558a63bba75e9b3,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+29f91e5a04abdf4a,TimelineCamera_60fps_YAMO_03bd3b50_단츄_250901_블랙맘바_하이웨이A,찐찐찐찐찐최_종 - Camera 02 (Cinemachine Track),4b2eb29725f20e85,8491ca93683e6ac3,1,False,8512,141.867,15,train,45ba69c9b024192334449ab8e44529869ec55fab1ff1a09daa44f7ce91b2b5fe,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+59ba95647ede86ca,TimelineCamera_60fps_YAMO_0421f132_나나링_260211_SundayMorning_학교C,SundayMorning,ff7b3c135585ebbd,b4a7d4c631244271,0,False,1726,28.767,8,train,f36b216f8f3b03e432a7c1dc7501ca2d9af6518dc2e3d0ccd5481949ad93afad,2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,audio-sha256:2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ced545ded4e82722,TimelineCamera_60fps_YAMO_04e7e3ec_유키_260516_흥흥흥_레트로리빙룸A,흥흥흥,9b2e4ead2874ac16,670795df3cb8503c,0,False,1003,16.717,5,validation_cross_song,a48ae9fdb4283e349b8a6eb0485ed92b3626f2dabcf0e055757ded57da3e5527,38b893e16779aa4c74afb23ae4bf774c589183147d9b2daada6e01ed9b99070e,audio-sha256:38b893e16779aa4c74afb23ae4bf774c589183147d9b2daada6e01ed9b99070e,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7abdfccac050ec22,TimelineCamera_60fps_YAMO_05cc31e2_하데스_260208_두지구050100_우주선A,두번째지구,7cf9076df1163980,ebd861c5b58c4b90,0,False,1340,22.333,2,train,9990b856b6d9f0dd4e63be908b23dbbef341cbe62fb73b6915f283f74fe4e388,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+35eb0b55959ffa91,TimelineCamera_60fps_YAMO_06fe2612_져미님_260212_오버드라이브_소무대A,오버드라이브,0e59d83b26c3400b,82ed623200d9d82f,0,False,814,13.567,5,train,07d8d45aac67cab552bc7a94c18a257f63facf0065b0b65984a6fb98c196bedb,88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,audio-sha256:88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+cc6850cb190426f1,TimelineCamera_60fps_YAMO_074bf6e0_달타_260114_두번째지구_박물관B,두번째지구,689d225b9a1319b9,ebd861c5b58c4b90,0,False,1552,25.867,5,train,a9eef5afb23d241937ed6c77ce9c0ee0f2fb55974182c6b61f4e5756fe0f9076,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d1dfc6a2a4054a13,TimelineCamera_60fps_YAMO_07627f5f_에냐_251017_HOOD_도시공터A,에냐_HOOD_MIX_MASTER,52ca130babc7ba73,22816e6838e105c2,0,False,5002,83.367,13,train,32d157cbc8badb9a544e41d1f20e998b5445bd6f7e8b8dc0140a2936cf8abfbc,a70f91f681aa4ce6b2a67aa82dda93ebad97c9c4c664e6b81ad8a430766e13a7,audio-sha256:a70f91f681aa4ce6b2a67aa82dda93ebad97c9c4c664e6b81ad8a430766e13a7,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ece6dca1fd02be16,TimelineCamera_60fps_YAMO_08061c9f_하데스_260225_띵귤_SundayMorning_마을A,SundayMorning,92533c94fa955215,b4a7d4c631244271,0,False,1729,28.817,1,train,3c011bcf2918aab2ce83bc91ca998f66e503fc018f9ee4d47bec7eb9b032b571,2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,audio-sha256:2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+bbceae2e98692ab1,TimelineCamera_60fps_YAMO_097e8ff2_스노하라스나_260326_간바레_무지B,간바레 - Camera 01 (Cinemachine Track),081e034f23a367e3,5dbdfb2e35404c16,0,False,1020,17.000,1,test,6b85722f9dae91c50fd3443df79717bba070bbb51a3b67e4d8369fef4f2afc72,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+f0a05e4770eadfd3,TimelineCamera_60fps_YAMO_097e8ff2_스노하라스나_260326_간바레_무지B,간바레 - Camera 02 (Cinemachine Track (1)),081e034f23a367e3,5dbdfb2e35404c16,1,False,1020,17.000,1,test,81c6e0cd441329dbf2a30b41658729a887e4901a72ca099e309506d52c54712c,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+b20a7d365678d1f9,TimelineCamera_60fps_YAMO_097e8ff2_스노하라스나_260326_간바레_무지B,간바레 - Camera 03 (Cinemachine Track (1)),081e034f23a367e3,5dbdfb2e35404c16,2,False,1020,17.000,1,test,71949a443cb9461d1682e0d551927195d845b289b301bc47816d3e1cc4a3ec93,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+058124274fe58249,TimelineCamera_60fps_YAMO_0d131b42_리베_260326_간바레,간바레 - Camera 01 (Cinemachine Track),4000c6489a756c75,5dbdfb2e35404c16,0,False,1020,17.000,1,test,e26cb11e5974f681fc1098b08ae9add8e0c69096319b1c7a0911b8d877b80a67,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1c53e545d50e3bd6,TimelineCamera_60fps_YAMO_0d131b42_리베_260326_간바레,간바레 - Camera 02 (Cinemachine Track (1)),4000c6489a756c75,5dbdfb2e35404c16,1,False,1020,17.000,1,test,8d731be1873b79014ef784a7e3b71c62b23ac16955d0a144fd26464be60e9dbb,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+8889bf04ec98b727,TimelineCamera_60fps_YAMO_0d131b42_리베_260326_간바레,간바레 - Camera 03 (Cinemachine Track (1)),4000c6489a756c75,5dbdfb2e35404c16,2,False,1020,17.000,1,test,d2d48d2f585c79455bc47b8dbccfb599c251cb9cf3200dff6ef97580182ca515,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+240d727194ec4641,TimelineCamera_60fps_YAMO_0eb83523_블리즈_260516_Delulu_일렉트릭홀A,Delulu,c2b83601ab3b0528,8048287064832768,0,False,2100,35.000,1,validation_cross_song,72753b1e6c80d04fb94392f2f10982e332c71a29f711c6d9132715e315705794,3b6cce1f2ca7edba67aa736dae03bb84629b6acd38dd304af647d56a4435b20c,audio-sha256:3b6cce1f2ca7edba67aa736dae03bb84629b6acd38dd304af647d56a4435b20c,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+cc68cb51abd9b989,TimelineCamera_60fps_YAMO_0f5dce5c_윤이제_260223_WorldIsMine_일렉트릭홀A,WorldisMine,243cd7f3ce1c86ca,1787f7d68fe36665,0,False,1106,18.433,9,train,71c6578e573f0933aca24dcb59e7a091bfce30bb38ca98c1d60c84c34526fb6f,0e9ebaf131a7f091af6f3e812fef352ea863aea27a907ad283431a82505d6b98,audio-sha256:0e9ebaf131a7f091af6f3e812fef352ea863aea27a907ad283431a82505d6b98,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+8a38a72d50de366d,TimelineCamera_60fps_YAMO_116194fc_져미님_251224_IRISOUT_유럽A,IRISOUT,2e39521514ac1fd2,7022fa48da45ae84,0,False,1045,17.417,7,train,0252a10d360e7eb8e6c675300005273a6cea3469ee072bc41ba870e55c97cb17,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+511cc495df4a70a4,TimelineCamera_60fps_YAMO_118c25b7_뀨미호_260527_BeMyStar_소무대A,BeMyStar,4cffc6dc0df74bc9,82e758f53e48e757,0,False,4222,70.367,16,train,81f2d71566ccffae2b3d6fdfd3be537910bffad23d823076df8746545a87f14b,6f1a9ba1fdd357aaf062a54a3d1c2b51a89f5cc8a510c2a451bb81e6d7d788ae,audio-sha256:6f1a9ba1fdd357aaf062a54a3d1c2b51a89f5cc8a510c2a451bb81e6d7d788ae,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7fb1fdffd94e29db,TimelineCamera_60fps_YAMO_122dd25a_하데스_260213_챈나_킹받아라_시가지A,킹받으면좋겠어,cd4679b64675e51c,78b5e40f98dd41e8,0,False,669,11.150,4,train,5744ed44475ca0af6e0ed16c166f416139cee35478762d36ff630e8195de3a81,23d62a79fa756f059995a46f32cf1d1d4b7009ee262535fada5078f1f4a6b885,audio-sha256:23d62a79fa756f059995a46f32cf1d1d4b7009ee262535fada5078f1f4a6b885,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+fa02f8fd16076d22,TimelineCamera_60fps_YAMO_16c9f6e9_사라_260407_간바레_벚꽃정원A,간바레 - Camera 01 (Cinemachine Track),8e317cba6e5da038,5dbdfb2e35404c16,0,False,1020,17.000,1,test,3bb446b42af7005bd2aeef9a7c81d496562feadbb3050565787849ff66d7a060,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1422fdd2eb9cbb33,TimelineCamera_60fps_YAMO_16c9f6e9_사라_260407_간바레_벚꽃정원A,간바레 - Camera 02 (Cinemachine Track (1)),8e317cba6e5da038,5dbdfb2e35404c16,1,False,1020,17.000,1,test,f2714a2aca55fa062f9e0be80a85c9b8f5df7aa4e9f549f12ad719cfeee78bc6,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+0b732f65d0540afc,TimelineCamera_60fps_YAMO_16c9f6e9_사라_260407_간바레_벚꽃정원A,간바레 - Camera 03 (Cinemachine Track (1)),8e317cba6e5da038,5dbdfb2e35404c16,2,False,1020,17.000,1,test,5f91f79efbbe0a52dff712a16aab01d275e071baef64b11525bced9e2475a57b,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+08ba6454402ee168,TimelineCamera_60fps_YAMO_17ff59ee_하데스_260518_모시모시_마을A,모시모시,34c62865b7c08a2b,83ddb229dd9bafd8,0,False,1459,24.317,4,train,865c0119f84c9889695ab00008227f5b2f8f2a95328baf1cbed2dfc8cd1806a4,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+63c9e670f9ca0c1e,TimelineCamera_60fps_YAMO_17ff59ee_하데스_260518_모시모시_마을A,모시모시,638f587c1d382877,83ddb229dd9bafd8,0,False,1320,22.000,1,train,7ea17ec0a90d2c6c7166de7314e19312fd7992561f54ce419b519f9b65e1994b,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+736a0629108285f1,TimelineCamera_60fps_YAMO_18b7c6f6_초금비_260504_모시모시_학교C,모시모시,757b33f2c6c23bc8,83ddb229dd9bafd8,0,False,1237,20.617,1,train,cf9c9142abdca1211c41c72edebfd5d49d4efa1289bd43d32184d71ec2e71987,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+e817c3d99ed664aa,TimelineCamera_60fps_YAMO_18b7c6f6_초금비_260504_모시모시_학교C,모시모시,757b33f2c6c23bc8,83ddb229dd9bafd8,0,False,1237,20.617,1,train,7a041b23722bc99e0a58f59b86028d4a2e46bc9c5946072023f7cbf196b9b6f5,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+80084168c72860cd,TimelineCamera_60fps_YAMO_1c10ada1_하데스_260309_띵귤_Bang_일렉트릭홀A,BangBang,8492720db76d5c83,b7b58e4110db5e2b,0,False,953,15.883,2,train,0020145fa0854bce4bae146034d3ae7b32c4cb2bb25ea3aca0d3a45cbccce719,4d30be4f0782798fe2b6e1f964a34b272227dc2f3cf052e708d01c0b8b44092c,audio-sha256:4d30be4f0782798fe2b6e1f964a34b272227dc2f3cf052e708d01c0b8b44092c,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+046d5cd355ff13eb,TimelineCamera_60fps_YAMO_1d3f1b28_성하늘_260129_TinyGiant_하늘정원A,TinyGiant,85c02ba16c00b84b,6444839434134c2b,0,False,1294,21.567,5,train,e7ac230496e47111460ab07097f96d64c5f31960d256edb0f0567153b74c5e13,39b496e641c61d92b9a753d9c10ec4f62bd7a3880eeb631163aa982499d76754,audio-sha256:39b496e641c61d92b9a753d9c10ec4f62bd7a3880eeb631163aa982499d76754,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+1dee9b076649e1fa,TimelineCamera_60fps_YAMO_1d546e71_하데스_260422_4Step_스튜디오A,4Step,1bf1bd4009075739,8d2c3312ee581ca2,0,False,1390,23.167,2,train,1050c1ea32e47cc3fee4096a5f0f6aaa1bc17fb0480d065d16d96deb4a6746cc,c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,audio-sha256:c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+dc6a0dc4ef10c490,TimelineCamera_60fps_YAMO_1e01a8c5_하데스_260518_모시모시_길거리A,모시모시,f944ed31383e1291,83ddb229dd9bafd8,0,False,1459,24.317,4,train,005c82363727bae4ee92f5d4e5770f6ea3b0452f836542a7f1d7bb8d599224bc,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+f7ea27d3e808932f,TimelineCamera_60fps_YAMO_1e04818c_하데스_260422_4Step_사무실B,4Step,ba3a0df2d5b04ed3,8d2c3312ee581ca2,0,False,1390,23.167,2,train,de01004ab3bedaf9ef2f7282dc58f4303364e4e6294f4c758ec4b32268b692a4,c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,audio-sha256:c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+dab2ea05ee8191c9,TimelineCamera_60fps_YAMO_21014060_하데스_키마_260224_SundayMorning_박물관B,SundayMorning,a25011467de77d17,b4a7d4c631244271,0,False,1729,28.817,1,train,243a0ddaf784c6ea31b727004b9b41ac87acbec5f3939a26b7a9c6ec3946f409,2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,audio-sha256:2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+f31afb9648507b1b,TimelineCamera_60fps_YAMO_23ca65d5_초금비_260504_모시모시_시가지A,모시모시,3f9084e232af995c,83ddb229dd9bafd8,0,False,1237,20.617,1,train,36c7332402f7e041cc3f86b4c638ff23f0b5923844b8d49836b8def187cf662b,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+e9ac6fddbae02ec2,TimelineCamera_60fps_YAMO_24c7a4b9_강다래_260319_간바레_무지B,간바레 - Camera 01 (Cinemachine Track),533bd0186b37d493,5dbdfb2e35404c16,0,False,1020,17.000,1,test,3f0fdee2878c7e306133c4619bc4b11242309275de7447d1829be80c4f37586b,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+00d7ce685fda116b,TimelineCamera_60fps_YAMO_24c7a4b9_강다래_260319_간바레_무지B,간바레 - Camera 02 (Cinemachine Track (1)),533bd0186b37d493,5dbdfb2e35404c16,1,False,1020,17.000,1,test,903d215eac313c51cc432ba622729223f75efa028a2d2a4b453e3738d0bbc3a1,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+77e32bd304becc0d,TimelineCamera_60fps_YAMO_24c7a4b9_강다래_260319_간바레_무지B,간바레 - Camera 03 (Cinemachine Track (1)),533bd0186b37d493,5dbdfb2e35404c16,2,False,1020,17.000,1,test,3e3af27bcbdb121a24b46843f4dc2af98f7a0bf1a5d9e18cf2807bfe8b8df5c5,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+bc9db7646bb1190c,TimelineCamera_60fps_YAMO_2616d668_한결_260428_Rude_레트로식당A,[결엶돆곰밤] RUDE! Cover MIX AR_260516,b859f54de6d2487c,df2cdd5f82019550,0,False,8762,146.033,61,train,455ede051926bcea7ec94047d50bfba54ac4cd2027c05a0d54e358e5b86225b7,8ffe39bf7e261f2c6cbe3d0efcd3934a731c449ad214137ce58fa7132ac26d09,audio-sha256:8ffe39bf7e261f2c6cbe3d0efcd3934a731c449ad214137ce58fa7132ac26d09,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+88442d92e4cc3b66,TimelineCamera_60fps_YAMO_278ca444_나나링_260401_MontagemHikari_공원A,MontagemHikariFull,2f6ad4e1e25afeea,98bea0d61e0e23dd,0,False,1264,21.067,4,train,4f9568982cb34dde84972747b1a97badb6db3abc618380bc90d9c5e7e525201f,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+cdd58b1fb0884cb8,TimelineCamera_60fps_YAMO_2830d02f_힌콕_260420_BornSavage_창고A,BornSavage_Full,4934fdd378fdcc0d,a991096b0ab36bd8,0,False,2359,39.317,1,train,15d2bc58b921962a99f1027bb1bb6035f304058295478cdb424b99b74eefbf4a,3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,audio-sha256:3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+d3eea1b89a8cbd3b,TimelineCamera_60fps_YAMO_29dddeb7_나나링_260401_MontagemHikari_캔디랜드A,MontagemHikariFull,90705135acbbcda2,98bea0d61e0e23dd,0,False,1264,21.067,4,train,cfef3e6ddaf2c0d07ead5db07e921a6a511483e7418d3fd452be7af0a109fdcf,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+cb01dc2a25839c07,TimelineCamera_60fps_YAMO_2a78929d_다룽_250614_Memory_기차역A,daarung_memory_master,e044e4dbb52d922d,ba952bd2cddb913b,0,False,2423,40.383,8,train,3f44666548e9aab6c812e3f846ffe55b74f02f350375ce3436c40b3633053711,21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,audio-sha256:21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e085fa672141221e,TimelineCamera_60fps_YAMO_2b53a4ed_나나링_260401_MontagemHikari_자연E,MontagemHikariFull,f698a5bedac71d15,98bea0d61e0e23dd,0,False,1264,21.067,4,train,a50c41b6ce3b4529e77a6ded1ace5eb04f115265c8058b4bd31fd9d2c60c2896,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+07554600aa985e80,TimelineCamera_60fps_YAMO_2c571574_리베_260227_BangBang_일렉트릭홀A,BangBang,357049409c495db5,5c1637ac2c1aad5a,0,False,2796,46.600,10,test,322a33a7ba7959c945e295f99ffb1e11bea8e9849b50190568d8d8d3f1c282f8,878160795903626fb2296b62b54d5ed6007a8515bfc97f049375c63b08aa6aec,audio-sha256:878160795903626fb2296b62b54d5ed6007a8515bfc97f049375c63b08aa6aec,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e69bc972e472e318,TimelineCamera_60fps_YAMO_2d88a19f_후아꽈_260414_IRISOUT_소무대A,IRISOUT,f1e051766f457358,7022fa48da45ae84,0,False,1100,18.333,3,train,ae70b2a52f4ba44967875c77b95bcb1f9a1dfff4a9d49937c213623b1000722a,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a85971b16d6166ac,TimelineCamera_60fps_YAMO_2e003be2_하데스_260319_띵귤_어쩜이렇게예뻐_홀D,어쩜이렇게예뻐,05989805a0954c51,0b1c0ac034479913,0,False,749,12.483,4,train,f86922f1be6103a9b7fe168b17bd8716ca68cdf95bcbc4802afa92860e74e0de,ec3ea7631f181acd4391a9c3f344e877f5d52a151c15293b05fa1b600211912d,audio-sha256:ec3ea7631f181acd4391a9c3f344e877f5d52a151c15293b05fa1b600211912d,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+c6af03dbc518430c,TimelineCamera_60fps_YAMO_2e0a1a6c_제갈금자_260111_두번째지구_크리스마스A,두번째지구,b64f90a11a6e9d0c,ebd861c5b58c4b90,0,False,1552,25.867,5,train,556c4e26df37871b3cefe2426689cc710814a7cb79d84978c4592bbbd049d292,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6efb0aa0db966c4d,TimelineCamera_60fps_YAMO_304e3407_강다래_251115_골반챌린지,골반통신 - Camera 01 (Cinemachine Track),c451538acc1b56c7,3f4c4f1f4d692708,0,False,2116,35.267,1,train,67fc2422b2a8c50711d9d0f5e1411b1f12320221adfc0ba157a0ab0f137eb096,f33d7b8c0e53ef05863ab2c4bf7cfd85179fc65538c0a79ba31f9e66a5788197,audio-sha256:f33d7b8c0e53ef05863ab2c4bf7cfd85179fc65538c0a79ba31f9e66a5788197,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+611167dafafcce5a,TimelineCamera_60fps_YAMO_304e3407_강다래_251115_골반챌린지,골반통신 - Camera 02 (Cinemachine Track (1)),c451538acc1b56c7,3f4c4f1f4d692708,1,False,2116,35.267,1,train,8654c4e5aa672cd6c1211950d61295c6e39b17288698a06796040bf3d779902f,f33d7b8c0e53ef05863ab2c4bf7cfd85179fc65538c0a79ba31f9e66a5788197,audio-sha256:f33d7b8c0e53ef05863ab2c4bf7cfd85179fc65538c0a79ba31f9e66a5788197,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+f46b6c51c2d35777,TimelineCamera_60fps_YAMO_307c4e18_이겨울_260115_두번째지구_하바나A,두번째지구,bce770ab58838468,ebd861c5b58c4b90,0,False,1552,25.867,5,train,854ff4da8d84962d5226dcc837885916f6cd86feb5aafec15493bcd5ced6c41b,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+dc728008ce2bdc62,TimelineCamera_60fps_YAMO_31b780db_봄세이_260325_아웅다웅_학교C,아웅다웅,9510a0036c96d7ae,9a883a50db24914d,0,False,1066,17.767,4,train,40986b072185272fc5df66e874e840a89755c55532eb1b0b9683d3df7a6f4e38,26e338a01816e0a2f91fa01d51db0ab56fe5051242d06618f66ab9db8a5180c6,audio-sha256:26e338a01816e0a2f91fa01d51db0ab56fe5051242d06618f66ab9db8a5180c6,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+b75fe13ce8ea3f01,TimelineCamera_60fps_YAMO_3354ddb5_프랑카시라_250626_에코챌린지_스크린홀A2,에코챌린지 - Camera 01 (Cinemachine Track),a4cbb449c4c8ce3f,6efdbc0028f74feb,0,False,2214,36.900,9,train,3e3211382deca41e62c3f72e82c159eedbbbedf729b8960249f5f2efa8473fcf,2ce378fb3bb7a648c02318b2d541bb1c12ebbd9ea62a006f528c6474106d0594,audio-sha256:2ce378fb3bb7a648c02318b2d541bb1c12ebbd9ea62a006f528c6474106d0594,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+39771f4d20f53781,TimelineCamera_60fps_YAMO_3354ddb5_프랑카시라_250626_에코챌린지_스크린홀A2,에코챌린지 - Camera 02 (Cinemachine Track) [muted],a4cbb449c4c8ce3f,6efdbc0028f74feb,1,True,2106,35.100,5,train,865f57f0cbe0e6427130a76be6e4b7c5f4c3aa419b2d31061f3c386ea75387b7,2ce378fb3bb7a648c02318b2d541bb1c12ebbd9ea62a006f528c6474106d0594,audio-sha256:2ce378fb3bb7a648c02318b2d541bb1c12ebbd9ea62a006f528c6474106d0594,,unknown,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+036d5f4d8cfdf091,TimelineCamera_60fps_YAMO_34d62110_양도끼_260401_캐치캐치_나무방A,캐치캐치Fast,af9e7cd6f618be00,8b11c1e745aab8b0,0,False,1140,19.000,1,train,d4f207af200f98526c52782daf6a34d7075fd44debda48af3d116cd84ec862ca,8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,audio-sha256:8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+24c2fbb57cd794e1,TimelineCamera_60fps_YAMO_3581dd3e_나나링_260213_너뿐이야_이탈리아A,너뿐이야,431ab7ab58c4ee1f,2a0da6ba78712578,0,False,1200,20.000,4,train,e2206b7d3e3ea53d0fbe9aa1f95376d4b7bf4d92b6ed2ce3662e192f89535bb3,18189bd0ed3fc215cfc28751528067242de81d5f60b44de9447da9a09bb6bb9a,audio-sha256:18189bd0ed3fc215cfc28751528067242de81d5f60b44de9447da9a09bb6bb9a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+28c991cea6c88465,TimelineCamera_60fps_YAMO_366208b4_나나링_260512_모시모시_학교C,모시모시,a9897347a05dcf31,83ddb229dd9bafd8,0,False,1237,20.617,1,train,f2b256011bf51c274dd52a9e4d3f35f65fedeb40aa046fdd6a863159c9f3f964,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+0ec429624cd06e9c,TimelineCamera_60fps_YAMO_36699ac5_나나링_251222_오리곡_무지C,@[나나링] MASTER_FOR MON02 (NAT),bce760498b601682,0a07326c9b8d27b6,0,False,1446,24.100,4,train,f8964d0878b7561559c2794fc0df9902c2b56da13021461a53785df948dc1861,e9271a7d56330252f3f0691fae567c467bf9702d9b067471c9d56eab71cf77e6,audio-sha256:e9271a7d56330252f3f0691fae567c467bf9702d9b067471c9d56eab71cf77e6,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+8f7b6e78435b1a9c,TimelineCamera_60fps_YAMO_367561b5_챈나_250824_MV_가정집A_밤,챈나님 미션곡 최종,53b441c2e37e7754,c05aedf57e746f36,0,False,5897,98.283,38,train,4c603f3e51115a5bc3efe47752b87a5936986a914179b92dff7c3cc4cb45c892,ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,audio-sha256:ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a640860b2ee16ba9,TimelineCamera_60fps_YAMO_39f6c26c_다룽_250614_Memory_들판A,daarung_memory_master,66385f0a9fa5c4b8,ba952bd2cddb913b,0,False,2423,40.383,8,train,199f2a832bdb285fca7381bb6c1fa69b55a5869136763a3aa3d16a821f34051a,21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,audio-sha256:21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+79e4368124b01abd,TimelineCamera_60fps_YAMO_3c6f37c7_다룽_250614_Memory_벚꽃정원A,daarung_memory_master,9ec0798a4b7d7159,ba952bd2cddb913b,0,False,2423,40.383,8,train,01962ac9c396fa5bf6dcbc6d326dcca9b59c9d1b08db6ca64ebb19411e7d030f,21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,audio-sha256:21134c4b0a5db0ba365874b537990a59629e26754806db5fabf594297f2c1a8f,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+18bf5bb4d1ed5cc5,TimelineCamera_60fps_YAMO_3f51ee20_꽃설화_260428_댓츠노노_체육관A,댓처노노,d9819350ad89693e,a384294e394c53e9,0,False,2100,35.000,8,train,f739040b73d83fc47689c9c06b75248de16f86c17d972830a2e0cdf72d18de02,8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,audio-sha256:8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9a33602608bf568e,TimelineCamera_60fps_YAMO_41038bc5_달타_260326_캐치캐치_학교C,캐치캐치,9e8a94fb00dd401c,98090759d04dd464,0,False,1440,24.000,6,validation_cross_song,7b4f10f87dc01c6a78e49bcdc092aae5c62d901b8364a89050fd76526fb32c2b,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,multi-source-sha256:e438df273ca9f3a639c4a64fdc5869b7f774c377698c6a01c15cb2c42a178de6,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+598249fa1c16d273,TimelineCamera_60fps_YAMO_415d5b6d_윤이제_260311_ChatterChatter_블리즈모캡룸A,ChatterChatter,20f1d4265af8fd76,d21673bfdd11329b,0,False,1200,20.000,6,train,04c54e798fe5f9587c550d759b2156963d8a9ed23013606cbd979c617004b5cb,b510ab572586558a61b5b55836c8bc0692e4ac48fdf0edeadaf42361156dff09,audio-sha256:b510ab572586558a61b5b55836c8bc0692e4ac48fdf0edeadaf42361156dff09,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9f273c30f0ea62da,TimelineCamera_60fps_YAMO_42f8d055_윤이제_251216_IRISOUT_무지B,IRISOUT,07a4c3ec9ac2391f,7022fa48da45ae84,0,False,1045,17.417,8,train,3569f69a2694bb7d2b8e8896db40548436ee73ef9859e89d3fcc6b5ed3659faa,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d32af43013762993,TimelineCamera_60fps_YAMO_43b6533c_하데스_260430_지구방위대_하데스핑크룸낮,지구방위대,784f428a18acc65e,06adab890047afd2,0,False,1097,18.283,1,train,f4ab7c870162ecfc73ef9212c21ef957992b1f2dd1a4a7637cb7126108eed36a,a9b2463d2132cfb74bdd3b4afceb24a867d0089fde8a603f2e2e5730e3f63eed,audio-sha256:a9b2463d2132cfb74bdd3b4afceb24a867d0089fde8a603f2e2e5730e3f63eed,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+8f636a8ee44fdae0,TimelineCamera_60fps_YAMO_44e44db5_유콘_260327_캐치캐치_학교C,캐치캐치,06ebbe1cd15f5916,98090759d04dd464,0,False,1440,24.000,6,validation_cross_song,1e08a1885f722779b06529dedd5152e4151eda0cb80221496c96cb1a4677cdb2,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+213a37afc914669a,TimelineCamera_60fps_YAMO_481f99e0_하데스_260319_어쩜이렇게예뻐_홀D,어쩜이렇게예뻐,e1b0b580ba82e9f9,0b1c0ac034479913,0,False,749,12.483,4,train,56ee910ecdfc2b9df28a16b67fefc4b9ee942f108677908f6065f53afa689de0,ec3ea7631f181acd4391a9c3f344e877f5d52a151c15293b05fa1b600211912d,audio-sha256:ec3ea7631f181acd4391a9c3f344e877f5d52a151c15293b05fa1b600211912d,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+99ea1cf77d54de04,TimelineCamera_60fps_YAMO_4876128f_블리즈_260317_화이팅화이팅_주택가A,화이팅화이팅,1ea46addcc39ff16,9bf8f57441cd2cbd,0,False,1500,25.000,1,train,80dc72786601500bc1007e815a9d50478904933bf165e473704905836ad2b0ff,eee74e1d2377d5d4fe070f70c1a182329489f3e4081b83b6b47a705e26d5a30a,audio-sha256:eee74e1d2377d5d4fe070f70c1a182329489f3e4081b83b6b47a705e26d5a30a,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+00067819ff30a2b7,TimelineCamera_60fps_YAMO_49123352_윤이제_260428_BornSavage_도시공터A,BornSavage_Full,edbb00e62d68a725,a991096b0ab36bd8,0,False,2359,39.317,1,train,ab6491ff063ac3bd15d1d442d8dfdf41ebb779a8551f23e5a54a9fd25f9e6355,3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,audio-sha256:3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+baa8a4431fdef1ed,TimelineCamera_60fps_YAMO_4b1543ca_유콘_260327_캐치캐치,캐치캐치,803777b595d4c1d9,98090759d04dd464,0,False,1440,24.000,6,validation_cross_song,50162a749807f57da919c99e09f96ea23a764e60c19147db5e0c8e8183df677d,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3b3ff689bdc46f67,TimelineCamera_60fps_YAMO_4baeed7b_하데스_260313_솜초_Rude_교실B,Rude,8f66fbab7a19f0bb,a4a323ad6fa90eed,0,False,1620,27.000,8,validation_cross_song,7730dfa031c626be2090009760ce7eb4cdc27d416218a7216e6342d86d0916ab,1252b8c4c9617b9d8a53e2c5f08bd5281878fd72ff0d8822b168602563489b1a,audio-sha256:1252b8c4c9617b9d8a53e2c5f08bd5281878fd72ff0d8822b168602563489b1a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+84d68b5d67a9511c,TimelineCamera_60fps_YAMO_4e7e5976_져미님_260212_오버드라이브_나무방B,오버드라이브,63afb0771f87dca6,82ed623200d9d82f,0,False,814,13.567,5,train,af02abb1a1bf9946a845a8db4e6a081441bf3d841e0a7663950bba1eff738c30,88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,audio-sha256:88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+939db82728723783,TimelineCamera_60fps_YAMO_4ff1dafe_져미님_260412_간바레_학교C,간바레 - Camera 01 (Cinemachine Track),9eb5e19dfe8ab6ee,5dbdfb2e35404c16,0,False,1020,17.000,1,test,87539b25e93fc3285d6d93f5e57316d8185d790c6305616f8a4dff6523cf5ae2,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+9a32c3410b7076d6,TimelineCamera_60fps_YAMO_4ff1dafe_져미님_260412_간바레_학교C,간바레 - Camera 02 (Cinemachine Track (1)),9eb5e19dfe8ab6ee,5dbdfb2e35404c16,1,False,1020,17.000,1,test,bf6c5a019002badf4ba51412f00997a7a643b7ddc4de28b6cc1060b14ae05d67,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+924c0b37337f05e7,TimelineCamera_60fps_YAMO_4ff1dafe_져미님_260412_간바레_학교C,간바레 - Camera 03 (Cinemachine Track (1)),9eb5e19dfe8ab6ee,5dbdfb2e35404c16,2,False,1020,17.000,1,test,f4787638395a6ab59ae3501b41f8220becf7f9a6e678cefab8eb1137e3d990c2,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+6eb7271d77bedda8,TimelineCamera_60fps_YAMO_524d3208_채단우_260420_LeftRight_소무대A,Two,29f910039ef842c5,4b9273390a55eff7,0,False,1007,16.783,2,train,100f6be2f9ed5436ffeb7a482bfa1bad3774420e32965081d8fca0496044c3d0,ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,audio-sha256:ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+07466f9a8a39d00f,TimelineCamera_60fps_YAMO_52f2c93e_봄세이_260329_우사말_자연E,우사말Full,3a3fc2a726a0378c,9966ba58fad4f405,0,False,1403,23.383,2,train,22d55d0ecb35c70928f7689dd4b753fb645622c457349989642d9ae2fb075fe1,0348fec90213920c6ce7a50f42235892d8890fc415c63924ce9940d6ac15976d,audio-sha256:0348fec90213920c6ce7a50f42235892d8890fc415c63924ce9940d6ac15976d,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ba82865d1d7eb940,TimelineCamera_60fps_YAMO_53c1358d_박도나_260514_모시모시_마을A,모시모시,7cab2fd8a9f67b59,83ddb229dd9bafd8,0,False,1320,22.000,1,train,e6d8ba6dd6952ae04d1fa125131a9e7f0df7860ab451adba9ccc9dfe9f460196,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+9810965d6f16b5ed,TimelineCamera_60fps_YAMO_55c5917a_하데스_260518_모시모시_나무방A,영물이다,e533f54cb3f9edde,700f84f99ad5e001,0,False,1680,28.000,9,train,6c9bf450010f85b6cb13d6c5096dbda68e7c5e516557c8457e13e93545f78928,d203dfd34e831296a270826381e16de8e80d93640ad1de1ef0ea597dc5ab055e,multi-source-sha256:b02c475949b42256683a18a3cdbf9aa3203a9ca589f5b7035710c28fe46fa2e8,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7d2bb473f119eb09,TimelineCamera_60fps_YAMO_55c5917a_하데스_260518_모시모시_나무방A,모시모시,987bc50fca593cb0,83ddb229dd9bafd8,0,False,1459,24.317,4,train,f3927842bb0512e106048c8d22119b2c92bc921eb640f19327b3b0d7bba54a4a,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,multi-source-sha256:b02c475949b42256683a18a3cdbf9aa3203a9ca589f5b7035710c28fe46fa2e8,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d9d41481c8e55cc8,TimelineCamera_60fps_YAMO_58d1c344_커피바라_260329_간바레_가정집A,간바레 - Camera 01 (Cinemachine Track),6bf34be9360c348c,5dbdfb2e35404c16,0,False,1020,17.000,1,test,b05bdf1f4cc200e8ec96c4ce414800ed937a6e3db4adea9c0c7daf37810f79be,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+65188c3dec2005de,TimelineCamera_60fps_YAMO_58d1c344_커피바라_260329_간바레_가정집A,간바레 - Camera 02 (Cinemachine Track (1)),6bf34be9360c348c,5dbdfb2e35404c16,1,False,1020,17.000,1,test,ab0923509a0bfc4ad415259ab2501f4e5d7ec004b0563fca2363f0e3d86a0ebe,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+a4bbf4e8cd32d6a5,TimelineCamera_60fps_YAMO_58d1c344_커피바라_260329_간바레_가정집A,간바레 - Camera 03 (Cinemachine Track (1)),6bf34be9360c348c,5dbdfb2e35404c16,2,False,1020,17.000,1,test,d76f701fd88b7767ca83c2aecddc0a857a3d3bb745a61b83943757e8d53176f6,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+5c6e96dcab91282a,TimelineCamera_60fps_YAMO_5900486b_단츄_251116_TTL_티비살콘,TTL Real Last Final,a25f8aeac24b2200,a5e9842c249ef505,0,False,15072,251.200,129,train,2c677eb41ddafa02b647603955f63a124be7b5da7e5df65426d8d8eabc17a4ff,e8b6cbda716d842fd36a27f3f87bdbaf6705ae98aad24572576653ea0ca59ac7,audio-sha256:e8b6cbda716d842fd36a27f3f87bdbaf6705ae98aad24572576653ea0ca59ac7,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9301f7c3a809de70,TimelineCamera_60fps_YAMO_5a46b4f7_솜주먹_260507_Idol_콘서트장C,솜주먹 1인 아이돌 수정 4 - Camera 01 (Cinemachine Track),a36d85b01ca9619d,bac12662fb5c0319,0,False,9604,160.067,75,train,08b31bd09a28701c436935ab5505b7609cce1e49bd78da51ab5d91f0a9fef0da,2fa4a8494a320f9aa28e35c258e5fefd9966cfab14f32ee2c093fdf4bf322004,audio-sha256:2fa4a8494a320f9aa28e35c258e5fefd9966cfab14f32ee2c093fdf4bf322004,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a896e546f641dc10,TimelineCamera_60fps_YAMO_5a46b4f7_솜주먹_260507_Idol_콘서트장C,솜주먹 1인 아이돌 수정 4 - Camera 02 (Cinemachine Track),a36d85b01ca9619d,bac12662fb5c0319,1,False,9604,160.067,2,train,ddd79e85d0f7582781dd0eac2a15697a92435e0963e7eb40739c13c7b03baada,2fa4a8494a320f9aa28e35c258e5fefd9966cfab14f32ee2c093fdf4bf322004,audio-sha256:2fa4a8494a320f9aa28e35c258e5fefd9966cfab14f32ee2c093fdf4bf322004,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+ef35bc2b3d2281c9,TimelineCamera_60fps_YAMO_5a6f37a1_하데스_260330_키띵_캐치캐치_레스토랑A,캐치캐치,27e2d7c0bfc0b59d,98090759d04dd464,0,False,1604,26.733,5,validation_cross_song,1ffe9331306a0a8d2e21956de9498d4ebe3bd237d249fac6b6c3345de7898c58,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+8bb8c14f1e0581b8,TimelineCamera_60fps_YAMO_5adaad72_후룽카카_260409_간바레_무지B,간바레 - Camera 01 (Cinemachine Track),b620052cda2c29e0,5dbdfb2e35404c16,0,False,1020,17.000,1,test,81dae6b28a5e2b8c4de76a0c712804a10528874b3699f1dec83ac576dbd8cc37,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+ba6cdc114bda2b47,TimelineCamera_60fps_YAMO_5adaad72_후룽카카_260409_간바레_무지B,간바레 - Camera 02 (Cinemachine Track (1)),b620052cda2c29e0,5dbdfb2e35404c16,1,False,1020,17.000,1,test,0aa8c694a7bbe68b0316eca0812d026d01f4c168c732a6e470a902d79ee52be1,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+a3bfc601ec336983,TimelineCamera_60fps_YAMO_5adaad72_후룽카카_260409_간바레_무지B,간바레 - Camera 03 (Cinemachine Track (1)),b620052cda2c29e0,5dbdfb2e35404c16,2,False,1020,17.000,1,test,f42915277aeed3f1d94346a4ad0d79315622c63e81bfaabdab56e100aea987eb,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+2db86b0085541702,TimelineCamera_60fps_YAMO_5b423a86_양도끼_260401_캐치캐치_사무실A,캐치캐치Fast,9e8186b29d17816a,8b11c1e745aab8b0,0,False,1140,19.000,1,train,3b34881c839c0faf79a2c828836748367ab0618b360f8d892c645a6a68614001,8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,audio-sha256:8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+ea3134d2ef5c84f1,TimelineCamera_60fps_YAMO_5ce4f825_양도끼_250901_엣호엣호_시가지A,엣호엣호,01f8baf4323c00c3,e2c7ab1c311826cd,0,False,972,16.200,1,train,edb5700f7c0941957d8600bc75a41991309519d7441dbd61e126f107907d4785,6b80d66f31a95706712754f6f9b4f9f9b617bb8df3d8ebfb53f08aa4dfac2900,audio-sha256:6b80d66f31a95706712754f6f9b4f9f9b617bb8df3d8ebfb53f08aa4dfac2900,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+b9463d293d28fe3a,TimelineCamera_60fps_YAMO_5d5cf713_단츄_250901_블랙맘바,단츄_블랙맘바,b246fec797e81926,de3009c7c9709f0e,0,False,9055,150.917,1,train,0cbc74dfd1236e772cad564159dcdf4e9a49d2f1fdd06a0dd98d62d1fb71e3dd,639bda53142bda2776d0aeab8267fa805956664ed0a6c22efb7ed0984aa64bc9,audio-sha256:639bda53142bda2776d0aeab8267fa805956664ed0a6c22efb7ed0984aa64bc9,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1e129f78e8fad882,TimelineCamera_60fps_YAMO_5d9b9e03_이레인_260224_Psycho_야경A,Psycho,91f11025b58c8a5d,c97fd473cf9afae9,0,False,1200,20.000,5,train,5eccfa43a6d27bc74c8665158abcfd1f5e350b61c6562a4ed51efb8507d86aa9,d8f1b2870af9dd0dc84d4cfdde6676222a91fe11bbbbc146b9e4f23cc9f7031f,audio-sha256:d8f1b2870af9dd0dc84d4cfdde6676222a91fe11bbbbc146b9e4f23cc9f7031f,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+af2251295f95e88d,TimelineCamera_60fps_YAMO_5e4cbafd_유콘_260407_귀엽기만하면안되나요_일렉트릭홀A,귀엽기만하면안되나요,a8f0d01dd900e109,90e7cb39a1753712,0,False,918,15.300,5,train,277ccf3babbfad40f6c5748bc607d6bb97fa9edf5dd4aa3fa708d379237fa568,31bab87e2b159093d756afbdee6f6ed949a19b434763599530a877f7cbca1220,audio-sha256:31bab87e2b159093d756afbdee6f6ed949a19b434763599530a877f7cbca1220,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+2c88f3197f02481e,TimelineCamera_60fps_YAMO_607efe19_위도_260310_간바레_무지B,간바레,7d70f89a121fd2bf,57bce64a394a37a0,0,False,992,16.533,1,train,04b482c05801b7b148b48728f067879064902fdaee6cc0e2e32fe3f9af229ba4,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+41ffa373eed79542,TimelineCamera_60fps_YAMO_61923306_양도끼_250912_케케크롱_해변B,케케크롱,854569a5347d3f39,b056a6cdc61310a4,0,False,660,11.000,1,train,d56214bf05f3c85bca63ded8768191d3864b9e6142e229404e188cf14b68cb8b,e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,audio-sha256:e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+02be0460615ca762,TimelineCamera_60fps_YAMO_627ac88f_URL_260526_ChemicalLove_댄스연습실A,01. Chemical Love,9e3305f71951ccea,f166f599203ceea7,0,False,10598,176.633,40,train,4d44723ed9365cafdef211879e368e7e4f2934ab312a8b182bf0571d3ac06560,8c5e7a7c47d275081004d81613113569473ecd5953223ff691acf252db82aba9,audio-sha256:8c5e7a7c47d275081004d81613113569473ecd5953223ff691acf252db82aba9,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e539fee2b2a6656e,TimelineCamera_60fps_YAMO_63da7c15_초금비_260508_핸드폰댄스_해변A밤,배그 승리 댄스 168,52cc9204e32c3304,a2c748c4fc5e9e01,0,False,1904,31.733,8,test,b0499d92e4d809373463ffe43583bb5d75c19f70398db81d14705cc0ae4683e4,865f7a756f8ab17651e8a42d1aa610d58f8b20818b85a54a3dcca74d2db0933b,audio-sha256:865f7a756f8ab17651e8a42d1aa610d58f8b20818b85a54a3dcca74d2db0933b,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+5d5e7430f63d2538,TimelineCamera_60fps_YAMO_63fb0406_블리즈_260331_PrettySavage_스크린홀A,PrettySavage,bc4abb47780cfae8,81eceecc49a51484,0,False,1911,31.850,4,train,38a73ff65bb667e7e6033b5f44135e2b35bde83cc191f34a365aabc363f07883,a8c054acc80a470c50affcdf1860c9c38eb60b530f063a3d8ee38cc4d0dfd082,audio-sha256:a8c054acc80a470c50affcdf1860c9c38eb60b530f063a3d8ee38cc4d0dfd082,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+eabab5eaa5e25fea,TimelineCamera_60fps_YAMO_6593c9a1_하데스_260404_챈키띵_Rude_공원A,Rude,3c36928379f1340a,a4a323ad6fa90eed,0,False,1440,24.000,2,validation_cross_song,2ae690e28d4705d69bff83cd0dfbd4a7c56f153a0db934cad24f2721c9c1841b,1252b8c4c9617b9d8a53e2c5f08bd5281878fd72ff0d8822b168602563489b1a,audio-sha256:1252b8c4c9617b9d8a53e2c5f08bd5281878fd72ff0d8822b168602563489b1a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+2ab9aec7282cc38a,TimelineCamera_60fps_YAMO_65aad5ac_문모모_251216_IRISOUT_체육관A,IRISOUT,570868e16a454652,7022fa48da45ae84,0,False,1045,17.417,7,train,d749731afa264ac4c6182e23303206a82c04adb0f3bcaa63a613ddf17b1a2e6b,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7c1e003530a0dd18,TimelineCamera_60fps_YAMO_6655ce34_블리즈_260305_때리면고쳐짐_가정집A,때리면고쳐짐,7b3d7f74c4f094c1,15fb728e6bfcf0bb,0,False,724,12.067,1,train,ce5f365e4584824f8a70ae41c17e35425a99fe96ddb51975b2fa9585cc12817e,dea055a2fd9b84950ed6f325acdb39b2a581c015c4d1c7ee9dd8a24d77248aca,audio-sha256:dea055a2fd9b84950ed6f325acdb39b2a581c015c4d1c7ee9dd8a24d77248aca,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+bbc35233d5707994,TimelineCamera_60fps_YAMO_681e63a7_유콘_260412_LeftRight,Two - Camera 01 (Cinemachine Track),9dda5433f3761853,4b9273390a55eff7,0,False,1140,19.000,1,train,12070213e41290f45eea22929e5186b5afaa40600123a9408d771c5342a26450,ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,audio-sha256:ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+f09e5f3837085604,TimelineCamera_60fps_YAMO_681e63a7_유콘_260412_LeftRight,Two - Camera 02 (Cinemachine Track (1)),9dda5433f3761853,4b9273390a55eff7,1,False,1140,19.000,1,train,1381d96bf23df5147b0c05a8b2b29a9d23c5cb9a10de8fff749f4b0c97b99af0,ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,audio-sha256:ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+fa9a2bc603e9cafe,TimelineCamera_60fps_YAMO_69e31a29_커피바라_260406_톤츠카탄탄_실내A,톤츠카탄탄,a2a9239e42bc8bc3,9b25f9df0cf11817,0,False,1560,26.000,8,validation_cross_song,63175fb1b6214b6ab1ed0ed4f443b472cecffea481c859dfafe2fece00d3ae9b,dc47e19ed622e4e834145f43ca0f60d7fc7837a519d8c655f38f00e2d3fea830,audio-sha256:dc47e19ed622e4e834145f43ca0f60d7fc7837a519d8c655f38f00e2d3fea830,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6131312ab6a47433,TimelineCamera_60fps_YAMO_6a4a7449_단츄_250613_아이스크림_티바살콘,AiScReam - Camera 01 (Cinemachine Track),08e6e5c2f9713710,7ce9574df683b333,0,False,8066,134.433,56,train,c34af7777cf3b226fe522906c61478cfef787c1ae97df64f2ee44d89c63be783,5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,audio-sha256:5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+b367dfc3e4d7735c,TimelineCamera_60fps_YAMO_6a4a7449_단츄_250613_아이스크림_티바살콘,AiScReam - Camera 02 (Cinemachine Track (1)),08e6e5c2f9713710,7ce9574df683b333,1,False,9000,150.000,30,train,2c906c16e5e6439a52baa0495b47ecbb0abef0cf6b0fd753a8a6d673a82dff0f,5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,audio-sha256:5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,,unknown,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+720b4e60caf36022,TimelineCamera_60fps_YAMO_6a4a7449_단츄_250613_아이스크림_티바살콘,AiScReam - Camera 03 (Cinemachine Track (2)),08e6e5c2f9713710,7ce9574df683b333,2,False,9900,165.000,33,train,6736fa2038ebd95c391eafcf864cb0c4f1d8fe3af757b61695598a7c5e0b6dbe,5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,audio-sha256:5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,,unknown,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+5b60e64b77f23b25,TimelineCamera_60fps_YAMO_6a54c92b_하데스_260109_키마_두번째지구_학교C,두번째지구,d5f9c84ff6e78853,ebd861c5b58c4b90,0,False,1474,24.567,8,train,2cf922bcc71868ab5b42b6e70c1f47a684a28a1f38b8ccd3027887898ff50ab2,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+514c8b89489c000f,TimelineCamera_60fps_YAMO_6a7c773d_윤이제_260317_SnakeEyes_전시관B,SnakeEyes,e0d4c7cdaea69528,c7c91c57f9f61ddc,0,False,1080,18.000,7,train,ad0590bcbfcd2380c77eeb5c260dc763c82a240b0c85bbba44d784de7f50a59f,323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,audio-sha256:323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+4d67f15f6500cce1,TimelineCamera_60fps_YAMO_6b9fbf9b_봄세이_260303_춤을추는나무_사무실B,춤을추는나무_full,97949a266321f6ca,ce73f70a24fae184,0,False,915,15.250,1,validation_cross_song,2317bc2d5b0f1733a07949f5de8d80731fe3f01ab61c20ff0ac5637f6d9d59cf,8098f574947529ed3b385721c08dcbd887c008f959a9fcaddbdd9c45920fa0d4,audio-sha256:8098f574947529ed3b385721c08dcbd887c008f959a9fcaddbdd9c45920fa0d4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+8fe79dc84f71e7f2,TimelineCamera_60fps_YAMO_6e5b7e5c_윤이제_251216_IRISOUT_소무대A1,IRISOUT,63195d896aa2da8d,7022fa48da45ae84,0,False,1045,17.417,8,train,d237dba8b62e31f354da22841d3d2ee556a58b71228cde5da70260f7f39e4aab,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+71f893616fdc84b6,TimelineCamera_60fps_YAMO_6e7a3334_히무루_260123_Hummer_궁전B,Hummer,a94ada71b5b3fe53,d5d67d20c08945db,0,False,3148,52.467,13,train,6bc571030974c46e4fd12147357fc541287300841f9ab87fd1cbffc92308b617,e3cb0581fcd949e71b0d9c7916260ac5d486589410e066e34cd2d11ab47a2d7a,audio-sha256:e3cb0581fcd949e71b0d9c7916260ac5d486589410e066e34cd2d11ab47a2d7a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ed92769090cd8b63,TimelineCamera_60fps_YAMO_70ddb514_단츄_250901_블랙맘바_하이웨이A_직캠,찐찐찐찐찐최_종 - Camera 01 (Cinemachine Track) [muted],666b9c527407a380,8491ca93683e6ac3,0,True,7904,131.733,40,train,3b286b63213d8c7f4fa8b4525906ec288c75db1eeee52ff58c64d9e18570f3be,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+21b6273c7a19026f,TimelineCamera_60fps_YAMO_70ddb514_단츄_250901_블랙맘바_하이웨이A_직캠,찐찐찐찐찐최_종 - Camera 02 (Cinemachine Track (1)),666b9c527407a380,8491ca93683e6ac3,1,False,8724,145.400,1,train,b335e871364a13d6d0bc01be63043b310158cca506592d4424f51570cad5e54f,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+0f6434e04a741fe2,TimelineCamera_60fps_YAMO_70ddb514_단츄_250901_블랙맘바_하이웨이A_직캠,찐찐찐찐찐최_종 - Camera 03 (Cinemachine Track),666b9c527407a380,8491ca93683e6ac3,2,False,8512,141.867,15,train,0da85d94d0b05bdd55d9eb1bbb5e0331b9a45e0e4adff84e6f97e6c7e0ea9941,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e76f4f6bbc080776,TimelineCamera_60fps_YAMO_7597931d_양도끼_260319_간바레_야경A,간바레 - Camera 01 (Cinemachine Track),5f427af29ee3731e,5dbdfb2e35404c16,0,False,1020,17.000,1,test,43eed3b408a92a0ad49c10a65ddbbbb0bff58505ad88b97b8a2f3e87536a80c4,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+efd6800ed95aae9a,TimelineCamera_60fps_YAMO_7597931d_양도끼_260319_간바레_야경A,간바레 - Camera 02 (Cinemachine Track (1)),5f427af29ee3731e,5dbdfb2e35404c16,1,False,1020,17.000,1,test,836d8dc9a75469083905d296e0651436c16369549ed95fcb2e71929d6e5ca8b1,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+04cbdd7004fcfc45,TimelineCamera_60fps_YAMO_7597931d_양도끼_260319_간바레_야경A,간바레 - Camera 03 (Cinemachine Track (1)),5f427af29ee3731e,5dbdfb2e35404c16,2,False,1020,17.000,1,test,a2729d0e183335cdb60122e979eb8e1526464aeb645f58302deec3e1c5606d9f,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+37fa94e66711fc71,TimelineCamera_60fps_YAMO_75c6f145_프랑카시라_250716_YourIdol,YourIdol,97b43e6a8b449a82,a3f5f1ed4982f4da,0,False,1380,23.000,1,train,4e1b9befa7a18183cc1950bd43c14b47e2acc671afa08fd1da4b8680256f5e6e,a2add8388c39c1f2f949bcbaf8c7b4929e0a06b7cf2d5b58ee70c78ae76eae5b,audio-sha256:a2add8388c39c1f2f949bcbaf8c7b4929e0a06b7cf2d5b58ee70c78ae76eae5b,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+0daaebae341a80a3,TimelineCamera_60fps_YAMO_7655c53a_코오리세라_251214_IRISOUT_홀D,IRISOUT,2354d328d3c3ee00,7022fa48da45ae84,0,False,1045,17.417,8,train,2362f41fc7c9b88b07c0f185d96b6b1b9da4b7138e263fe0760a012f004ee5ed,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+66cbf063ce013649,TimelineCamera_60fps_YAMO_768edf64_후아꽈_260429_WhoIsShe_하바나A,WhoIsShe2,e0f8ceea69277996,4e04ea80dd91196a,0,False,1271,21.183,1,train,e9127f3ccb4a89617f20f5909004a1a52d83fab039d69c1bb54c5407011167f3,f7b664279b08a3bbe297af1cbd895ec4d60babf36954ff759b4cb181d5559496,audio-sha256:f7b664279b08a3bbe297af1cbd895ec4d60babf36954ff759b4cb181d5559496,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+d1207e55f9f66115,TimelineCamera_60fps_YAMO_76c85119_양도끼_260311_BangBang_야경A,BangBang,4dbf412970b190b6,b7b58e4110db5e2b,0,False,953,15.883,2,train,d796b0897af72fe74fc919b30d56140d3af20ae07193dbd218f4871412f203cf,4d30be4f0782798fe2b6e1f964a34b272227dc2f3cf052e708d01c0b8b44092c,audio-sha256:4d30be4f0782798fe2b6e1f964a34b272227dc2f3cf052e708d01c0b8b44092c,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+67880d8259aab702,TimelineCamera_60fps_YAMO_78cbeb71_이레인_250329_순연애의잉곳_벚꽃정원A,純恋愛のインゴット,9d3fde4c726c74fe,db9148bc28cbc74a,0,False,1682,28.033,4,train,3f2edb1b37e0e00065b56644720eb983375ea8372709cb02cb08c4d930ebcd88,9c92a77bbbca1caf97b1b9a1b45f33b75ab3c10f229c4c8cfd14694ab804cc48,audio-sha256:9c92a77bbbca1caf97b1b9a1b45f33b75ab3c10f229c4c8cfd14694ab804cc48,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+2809ec7d1ffa74e1,TimelineCamera_60fps_YAMO_7c12483e_봄세이_260528_모시모시_공원B,모시모시,61ef201053572f65,83ddb229dd9bafd8,0,False,1328,22.133,1,train,0288cdc955c481e0c5b1b6a78e3b08c9b7967a55a11c0267d75229c3d5393670,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+aaa19dea9c4aeff0,TimelineCamera_60fps_YAMO_7de5c752_유콘_260313_간바레_무지B,간바레,52583c4cf5dfdc87,57bce64a394a37a0,0,False,992,16.533,1,train,b7fb178c87901620dc30d4bf9754b76b78b10bf17567e973d88e582879e29e33,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+193c050f43ef3c22,TimelineCamera_60fps_YAMO_7de5c752_유콘_260313_간바레_무지B,간바레 - Camera 01 (Cinemachine Track),831e1ba6d7e18d11,57bce64a394a37a0,0,False,992,16.533,1,train,7f804549ea6b820feadcabd710f4bd2b82b4f38a5ac0ee7796d15a3e91604a81,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+e10c9a847b845a28,TimelineCamera_60fps_YAMO_7de5c752_유콘_260313_간바레_무지B,간바레 - Camera 02 (Cinemachine Track (1)) [muted],831e1ba6d7e18d11,57bce64a394a37a0,1,True,992,16.533,1,train,1b4ca5caf5f95385610bb0dc32f9f6a165c8d4b211f6828ef63952ca6e5b8ab8,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+96ef11984a640f22,TimelineCamera_60fps_YAMO_7eead5b2_꽃설화_260503_2.0_공원B2,2.0,682cc4dc59e41de5,24290f1883f0fd5c,0,False,2400,40.000,5,train,a820d6dffa3e3360974ac7a3749a34d09b2b3ca50820e79177d5937c6128942c,5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,audio-sha256:5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+89f54dc0efc829ba,TimelineCamera_60fps_YAMO_7f60990b_치유_260122_두번째지구_온실정원A2,두번째지구,6c434ad605e0e065,ebd861c5b58c4b90,0,False,1552,25.867,5,train,276643e2cf8202788b74a447b4bfd12f53193855aa861e88f8d7098b4cdac3af,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+92d97611d1cf0f55,TimelineCamera_60fps_YAMO_8092475b_봄세이_260407_간바레_학교C,간바레 - Camera 01 (Cinemachine Track),c5f663b1107f3f82,5dbdfb2e35404c16,0,False,1020,17.000,1,test,a4fb0b084f7a7f9f0ecb248f8838d7ab21bbc5e60a8a1de0ab77b6f42ca4e823,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+cc97c5be3d56636f,TimelineCamera_60fps_YAMO_8092475b_봄세이_260407_간바레_학교C,간바레 - Camera 02 (Cinemachine Track (1)),c5f663b1107f3f82,5dbdfb2e35404c16,1,False,1020,17.000,1,test,f98d4f9d83d3a6990735d022e20299eff4e80ba72b6f088b9323138589c7970a,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+3bbfcdd478d7e807,TimelineCamera_60fps_YAMO_8092475b_봄세이_260407_간바레_학교C,간바레 - Camera 03 (Cinemachine Track (1)),c5f663b1107f3f82,5dbdfb2e35404c16,2,False,1020,17.000,1,test,a93364c18700445b5703a9ead4de2e7a723b7f597ef00a8d032b2736afe80c91,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+541062e69321e136,TimelineCamera_60fps_YAMO_8184fce2_박도나_260526_AllEyesOnMe_학교C,AllEyesOnME_Full,c46a739aa497c808,e2b58718bd1f981e,0,False,4133,68.883,13,train,03ca9cb495423be13be1fdca4340c11016ad2fd7a3877a077276dfd0da7fdbfc,a841ef84e1ec04e57cc1413e8a90865c8c3b8a53f1e157027078c3fec2e12ab8,audio-sha256:a841ef84e1ec04e57cc1413e8a90865c8c3b8a53f1e157027078c3fec2e12ab8,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d46f040b386ac900,TimelineCamera_60fps_YAMO_82684dee_성하늘_250119_IRISOUT_벚꽃정원A,IRISOUT,af4e79ec1db59b58,7022fa48da45ae84,0,False,1045,17.417,7,train,f76ca23dc54915278eb25da6bdd543f0c7bfd0cc168bb0b63550cac7d8730c55,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+567d35b6a35ed991,TimelineCamera_60fps_YAMO_85fd8827_레제_260521_BornSavage_창고B,BornSavage_Full,1978bb4c91955889,a991096b0ab36bd8,0,False,2598,43.300,13,train,778b9c616d27b213e0c5476083f9dbe3f0995d7f7b124bc7c1f07625156933bc,3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,audio-sha256:3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+50645ea1d69a71d7,TimelineCamera_60fps_YAMO_8706a5f5_윤이제_260428_BornSavage_도시공터A_2,BornSavage_Full,c09308745b6741d8,a991096b0ab36bd8,0,False,2359,39.317,1,train,8b9ed2a4dc8ef17d68439972f55f2f42d2ff403602b021f3e20d130e0a5cc32c,3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,audio-sha256:3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+859efed506531b1f,TimelineCamera_60fps_YAMO_8a97717d_양도끼_260513_꼬마선장_양도끼우주선A,꼬마선장,5c4fe26f157d8a6a,ab17e8f4c0a79a8b,0,False,889,14.817,6,train,7cf6f5e49fe284e155e5ef28c1beed8c9a2b990f4ff2373b8189c3de6ae94cd2,0913e00f0f0ae035564865dfcf9d6ed9f2f16e8b0a0d51cadcd4685cd81c4e4b,audio-sha256:0913e00f0f0ae035564865dfcf9d6ed9f2f16e8b0a0d51cadcd4685cd81c4e4b,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+640dc2d152cb3f9e,TimelineCamera_60fps_YAMO_8af1a91c_윤이제_260317_SnakeEyes_전시관B_밤,SnakeEyes,c8bca50efe819c20,c7c91c57f9f61ddc,0,False,1080,18.000,7,train,dca75c54b73c7ba00b251f60dc895127a9e5a3bf903c5edb535f4eb5dc30d85f,323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,audio-sha256:323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a4e5048493a169fa,TimelineCamera_60fps_YAMO_8b21b21c_유콘_260430_모시모시_길거리A,모시모시,795f1b71bcdd7097,83ddb229dd9bafd8,0,False,1320,22.000,1,train,653600389b8258d35921a06885f225aa2e1f3ece6810b961b57c2716dbee2a9e,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1107ac1c166ba1dd,TimelineCamera_60fps_YAMO_8b82a5b0_챈나_251106_MV_온실정원A,@내 마음이 너에게 닿기를 챈나님 최종본,e911ccf8af628e11,8aee5e631278db67,0,False,16012,266.867,26,train,c1b195063968f19927e61c0f963897cde154e49e729deccaac819e1fdbbea928,9836ff6db899cf593851f7750cd58d9c06d78731d7eba120f8a8eec4cc997b7c,audio-sha256:9836ff6db899cf593851f7750cd58d9c06d78731d7eba120f8a8eec4cc997b7c,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+0e7ab6b017bf424b,TimelineCamera_60fps_YAMO_8fc27455_따스히_251013_밤바라밤_이탈리아A,케케크롱,3ce2399d48cc6ae1,b056a6cdc61310a4,0,False,660,11.000,1,train,6250051c9c1644c2ceeb9163a7b3bbb2e187317f14a82a12fc0953bae6b5d681,e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,audio-sha256:e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+e9bcf8e7d623d0f6,TimelineCamera_60fps_YAMO_906480f6_이레인_260126_Zoo_하바나A,두번째지구,7501b87148edd11a,ebd861c5b58c4b90,0,False,1552,25.867,5,train,1ab98ffbdbf1ec7628458e843621f28844ff689b72a74c9f7fe82633d77766b9,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,multi-source-sha256:a252cf2c480e128df49160ca98ce166f505287f8a6e089afeb8f5dece4e0ef47,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+165d1b89aa97da48,TimelineCamera_60fps_YAMO_90e4daea_사라_260409_캐치캐치_유럽A,캐치캐치,50c6ab1e4294e0ca,98090759d04dd464,0,False,1620,27.000,6,validation_cross_song,a8f3db468dc3b7c386e700716d2552ca0bd471e75e5a594a63f0ab031bfebdd9,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+745d449100a28887,TimelineCamera_60fps_YAMO_9167c4df_후룽카카_260415_아이돌선언_학교C,아이돌선언,dc4923ca7a549d43,6336b8476ab1b9a2,0,False,1015,16.917,1,train,ab14f3fb4735ff80f9ef5d7d832c47dc32bd3dac452b4d4d5bb28b550a587f62,d9886a89046f43bee9ed419acd3eb210af987b4459ac863cbe28a49831a5cbcc,audio-sha256:d9886a89046f43bee9ed419acd3eb210af987b4459ac863cbe28a49831a5cbcc,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+649678cf651df1eb,TimelineCamera_60fps_YAMO_935fbd8f_위도_260316_SnakeEyes_별하늘A,SnakeEyes,77d027afdabbd7f5,c7c91c57f9f61ddc,0,False,1080,18.000,7,train,7cab92e12d748b2c72443089b3225d55cfd0c957377b796418c60e6dd44d65d7,323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,audio-sha256:323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+253a3b206776e102,TimelineCamera_60fps_YAMO_936e1850_커피바라_260411_Oddloop_실내C,Oddloop,8bd389e6b09da49e,489abbe5005ed382,0,False,1522,25.367,1,train,20306c29eb2339eb0e434a66df18b994e0075098d9bfa267ba584c061cb134f9,9786546d2da1e3632ce4e657eddc9f04c488ebb72d49cb09bc3c09605d0b7e2e,audio-sha256:9786546d2da1e3632ce4e657eddc9f04c488ebb72d49cb09bc3c09605d0b7e2e,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+48090f8c926f554f,TimelineCamera_60fps_YAMO_93c755a4_봄세이_260303_춤을추는나무_마을A,춤을추는나무_full,444372c802e7e851,ce73f70a24fae184,0,False,915,15.250,1,validation_cross_song,07698ac913acfa10ab57dec9fe67207bfecc3e3ed4019312d257f871fde3c7fb,8098f574947529ed3b385721c08dcbd887c008f959a9fcaddbdd9c45920fa0d4,audio-sha256:8098f574947529ed3b385721c08dcbd887c008f959a9fcaddbdd9c45920fa0d4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+b73391468c933fd9,TimelineCamera_60fps_YAMO_93f42aa6_이레인_260423_붐샤카라카_교실B,붐샤카라카,e8428626f1c35884,1f5ad3198dbd1e39,0,False,679,11.317,1,train,ac97f8b4930a572abd67b7bdb053b555d3209b29a2911348a738d758be4d5713,131651ad8abc34c9253a40c0e6262e1ff70e3da648bd871b42920696776441b5,audio-sha256:131651ad8abc34c9253a40c0e6262e1ff70e3da648bd871b42920696776441b5,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+fa764fe8adf9e72a,TimelineCamera_60fps_YAMO_95803f6c_이레인_260326_Blackhole_무대A,Blackhole,0748e3d80d1aec3e,25140f61157ae6ef,0,False,1335,22.250,7,train,2e793948d6b626101aea194007213ceb69c7cfdec46bee79d41b5a7bf8472785,d4cd4775873be9fbba56093fe90fe797edcdd3ea55b33950d0a5ac6ad6abe992,audio-sha256:d4cd4775873be9fbba56093fe90fe797edcdd3ea55b33950d0a5ac6ad6abe992,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+75d640c33557ec04,TimelineCamera_60fps_YAMO_96e67732_단츄_250613_아이스크림_페이셜녹화씬,AiScReam - Camera 01 (Cinemachine Track (1)),8edde13614298095,7ce9574df683b333,0,False,9000,150.000,30,train,dccf2cb060970a1aa10bfc60f45ecc476adfa0b15e3b64e90ce6c4efc5b0fe8d,5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,audio-sha256:5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,,unknown,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+50eeb88854809504,TimelineCamera_60fps_YAMO_96e67732_단츄_250613_아이스크림_페이셜녹화씬,AiScReam - Camera 02 (Cinemachine Track (2)),8edde13614298095,7ce9574df683b333,1,False,9900,165.000,33,train,29e472aaac23fdd727b915cdfd1de2cc3ef8cfb8c9995db80ed5998933cacd3e,5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,audio-sha256:5bab7f5f9937ad2dfa5035c62c4ea8760dfed66231f5255092614956159e7f6e,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a59a333aa17db2b3,TimelineCamera_60fps_YAMO_977b0a8b_단츄_251116_TTL_도시공터A,TTL Real Last Final,0de800c0c207013d,a5e9842c249ef505,0,False,16770,279.500,31,train,007292f7d9c599f8071e3564a4f0a3516ce1d9be5297bfb37ce4f2c3a30db3a1,e8b6cbda716d842fd36a27f3f87bdbaf6705ae98aad24572576653ea0ca59ac7,audio-sha256:e8b6cbda716d842fd36a27f3f87bdbaf6705ae98aad24572576653ea0ca59ac7,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+b707a25899f1dad8,TimelineCamera_60fps_YAMO_97f8884c_하데스_260213_챈나_킹받아라_가정집A,킹받으면좋겠어,1bd026c996215fd1,78b5e40f98dd41e8,0,False,669,11.150,4,train,3c8e94470e9057b3b63aea596c567f841366f6e7cb32140ffcdba8870672d205,23d62a79fa756f059995a46f32cf1d1d4b7009ee262535fada5078f1f4a6b885,audio-sha256:23d62a79fa756f059995a46f32cf1d1d4b7009ee262535fada5078f1f4a6b885,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6b283e06600a1c3c,TimelineCamera_60fps_YAMO_98801037_봄세이_260225_조려보자_루프탑카페A,조려보자,facd07b401327a3f,692f4d7b08953a44,0,False,1742,29.033,1,train,ed0ca0d329aab099ded5400bc61868ab9a8b17a0c9a2feed90836dba9130fb32,6d7663b473e60f30ff199d62759d02fa502960cc62d294288aa8c3a96e66d9d8,audio-sha256:6d7663b473e60f30ff199d62759d02fa502960cc62d294288aa8c3a96e66d9d8,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+163e51b740a16a2f,TimelineCamera_60fps_YAMO_98b3b3ef_후룽카카_260409_간바레_가정집A,간바레 - Camera 01 (Cinemachine Track),a19be754087af9ce,5dbdfb2e35404c16,0,False,1020,17.000,1,test,590b5899dec014d363972b89ec693c49f751cff45b51cb45c7e3d855def9db79,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+5325c37f3af2aa2b,TimelineCamera_60fps_YAMO_98b3b3ef_후룽카카_260409_간바레_가정집A,간바레 - Camera 02 (Cinemachine Track (1)),a19be754087af9ce,5dbdfb2e35404c16,1,False,1020,17.000,1,test,1a8b60d521818a00519270c51d9a555ca7f0065321ee8f58516679e0b9df17a3,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+86c79d46369fa84f,TimelineCamera_60fps_YAMO_98b3b3ef_후룽카카_260409_간바레_가정집A,간바레 - Camera 03 (Cinemachine Track (1)),a19be754087af9ce,5dbdfb2e35404c16,2,False,1020,17.000,1,test,1d26ad748000b61661979bcbf7d5d6dde20f3585501b13caeccdd167c3b979c1,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+ac5a70252ff40b33,TimelineCamera_60fps_YAMO_99135bb8_박도나_260514_모시모시_레스토랑A,모시모시,2cdf115c788cda46,83ddb229dd9bafd8,0,False,1320,22.000,1,train,62182a6e9d0c05276f9b61e903901e051eedcdfb0610a322e2714c71b24c414b,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+6872f68e6deed0da,TimelineCamera_60fps_YAMO_997854b4_이레인_260506_WhoIsShe_블리즈모캡룸A,WhoisShe2,bb1eccb624e2a2da,5960c2f470c859df,0,False,2134,35.567,4,train,7c092d02ef8bcb497697438b174e437fc35fa305cc38174bda2689a6fa24614c,a26929e4980e5189c581ceb8ba4376a94f2065ca69f0f1b01f7970c1a8465ec6,audio-sha256:a26929e4980e5189c581ceb8ba4376a94f2065ca69f0f1b01f7970c1a8465ec6,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3596cdd1dd15e946,TimelineCamera_60fps_YAMO_99a6e690_유콘_260313_간바레_합성,간바레 - Camera 01 (Cinemachine Track),d926daf80f41c660,57bce64a394a37a0,0,False,992,16.533,1,train,137eba39ee9b7382d19e514aa38f9c1288d68a444e24c645846917aa89b370a9,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+2d7e41ba9c15c47d,TimelineCamera_60fps_YAMO_99a6e690_유콘_260313_간바레_합성,간바레 - Camera 02 (Cinemachine Track (1)) [muted],d926daf80f41c660,57bce64a394a37a0,1,True,992,16.533,1,train,b0af94df21adf18744613e0f7806c1189134ad9294bf4acbe153de71c50afbd8,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+72305cd6762c67b0,TimelineCamera_60fps_YAMO_9a41d909_달타_250823_착젤싫_궁전B,착젤싫,2307984f46fbd1bd,7085d5ca9ec081ac,0,False,1384,23.067,4,train,7c446d6273d1cebe04a38073e4abf67c46f39b18a1288c7c445061baee1270f6,44b69a7923b3caa7cc9ea32b3b192bc5984d0dc06173fb879005cf021da66f53,audio-sha256:44b69a7923b3caa7cc9ea32b3b192bc5984d0dc06173fb879005cf021da66f53,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3c890ddd8161778e,TimelineCamera_60fps_YAMO_9a7b3016_커피바라_260406_톤츠카탄탄_교실B,톤츠카탄탄,822ca8e12b89b5cc,9b25f9df0cf11817,0,False,1560,26.000,8,validation_cross_song,4e05d3973a82544a27ebc1c6009881a3cdc7e5600e8851ea8d37ffae4aaefd8c,dc47e19ed622e4e834145f43ca0f60d7fc7837a519d8c655f38f00e2d3fea830,multi-source-sha256:b2e58086486221cf9fe8575cd264bcce67480f4931b650819e59d3e22ffb3386,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3e0f71b0f1e8b347,TimelineCamera_60fps_YAMO_9a7b3016_커피바라_260406_톤츠카탄탄_교실B,Rude,a4aec872f663c41d,a4a323ad6fa90eed,0,False,1620,27.000,8,validation_cross_song,74cf0e4000443bd5722695bcafeba728180fef95159327384557cd7c85b6ad14,1252b8c4c9617b9d8a53e2c5f08bd5281878fd72ff0d8822b168602563489b1a,multi-source-sha256:b2e58086486221cf9fe8575cd264bcce67480f4931b650819e59d3e22ffb3386,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a9c7959e9e58dff2,TimelineCamera_60fps_YAMO_9b5029fb_윤이제_260513_모시모시_유럽A,모시모시,3793aed0f91079f3,83ddb229dd9bafd8,0,False,1237,20.617,1,train,5994561ffa61656c9c7990b75fde6d45158a7a0bc86503b6988fec4022e2e918,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+f6afd1805983522f,TimelineCamera_60fps_YAMO_9c651ba6_블리즈_260317_화이팅화이팅,화이팅화이팅,e5c61e139fac60e3,9bf8f57441cd2cbd,0,False,1500,25.000,1,train,8d93e51e7a7be0bdf065347e1d27e8b9c482139317b90758d5a67df76e356540,eee74e1d2377d5d4fe070f70c1a182329489f3e4081b83b6b47a705e26d5a30a,audio-sha256:eee74e1d2377d5d4fe070f70c1a182329489f3e4081b83b6b47a705e26d5a30a,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+3e4baf42d2e21cda,TimelineCamera_60fps_YAMO_9cf2f209_단츄_250901_블랙맘바_페이셜촬영용,찐찐찐찐찐최_종,3e5302528bac128d,8491ca93683e6ac3,0,False,8512,141.867,15,train,06df1f8fc4216349ea7617071c044e806e3c8d325543defde3e330bd966ae77e,2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,audio-sha256:2f16e6489f0bcbb31c180a08f859484b8a785ae5f0edcd7d9ea7e8dd31949252,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+94812ec98711f463,TimelineCamera_60fps_YAMO_a1fd6cac_하데스_260211_연초록_오버드라이브_홀D,오버드라이브,4c7e487df839edbd,82ed623200d9d82f,0,False,828,13.800,4,train,eb4522615a4782eb8ea4455d5a33845be25bc7c744e13c25897bf4b37041c1c3,88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,audio-sha256:88146db25f8478fecd3e5a757a9485d5576e54c18df792346c74888bb6452db3,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+1f6fc85d73b96fda,TimelineCamera_60fps_YAMO_a244e2d6_하데스_260422_4Step_스튜디오A2,4Step,f9d4c22f47fb5385,8d2c3312ee581ca2,0,False,1390,23.167,2,train,cacf37aa2da3a2093306c841c313601c432c720d74025e3dc067974f90c7f23a,c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,audio-sha256:c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+c95624a353e64d31,TimelineCamera_60fps_YAMO_a37a6ba5_따스히_250714_치킨바나나_이탈리아A,CHICKEN BANANA,4fe0d5b298d7af75,e462c0f0cc476807,0,False,1001,16.683,1,train,1cfd6fa3ce862ffbd5aa0e2012d2b6ad1379925304cddedcf4f9e9df3dd67d82,e83981ec45a59a78685b94f4dbb6ec0b18ec8377d3b99d14373edb98ba678f81,audio-sha256:e83981ec45a59a78685b94f4dbb6ec0b18ec8377d3b99d14373edb98ba678f81,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+d2ef0a379c939802,TimelineCamera_60fps_YAMO_a3a44f16_달타_260326_캐치캐치_저택A,캐치캐치,55e1b6abece467b0,98090759d04dd464,0,False,1440,24.000,6,validation_cross_song,ee73044f950528083e9097c8d4284ab42ece867e3009bb0d2bd77bf69645431f,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+fc3224a2b3ddede2,TimelineCamera_60fps_YAMO_a476bd33_강다래_260319_간바레,간바레 - Camera 01 (Cinemachine Track),1adfb425594febac,5dbdfb2e35404c16,0,False,1020,17.000,1,test,ec9b25bdb7977c487b97b34f064821035945693e8638b402f351525c2b6a470e,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+7b04a1df32a62f11,TimelineCamera_60fps_YAMO_a476bd33_강다래_260319_간바레,간바레 - Camera 02 (Cinemachine Track (1)),1adfb425594febac,5dbdfb2e35404c16,1,False,1020,17.000,1,test,4937b92871904c6a3028583630601c6a35d0f1a3b8668f03a063bf5800493ba6,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+3c8d0e7be08a0a28,TimelineCamera_60fps_YAMO_a476bd33_강다래_260319_간바레,간바레 - Camera 03 (Cinemachine Track (1)),1adfb425594febac,5dbdfb2e35404c16,2,False,1020,17.000,1,test,e6eac6976a9d7d673da7173b1310549ee4ec3c83a88d0632c5a49424a1a5a338,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+95a95e659ec8ec8a,TimelineCamera_60fps_YAMO_a78afede_채단우_260526_WDA_스크린홀A,wda,0f6b8deeee99c707,3783ed8e01e98635,0,False,1980,33.000,6,train,c254b505b17e0a66b70e7a9822390497ac36b44ef7113dc06ef8b879d9752209,0fb72f427ffbff907734bb7906fd5e5eb0b8b763557f66ad19604df34ad3fd13,audio-sha256:0fb72f427ffbff907734bb7906fd5e5eb0b8b763557f66ad19604df34ad3fd13,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+615b17149bfacfb2,TimelineCamera_60fps_YAMO_a7aa49aa_블리즈_260416_MONTAGEM_HIKARI_블리즈모캡룸A,MontagemHikariFull,4bbb808900922cb9,98bea0d61e0e23dd,0,False,1080,18.000,3,train,c9da59a62006a5495dc2f3dc61a3e3c83d82e5eb174752245cc6c846de45365b,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+4c9e303959a59b28,TimelineCamera_60fps_YAMO_abe5b09d_하데스_260214_챈키솜_릴리라잌유_나무방A,릴리라잌유,2ad9101f14fc6530,7400f252d47bccc0,0,False,1200,20.000,1,train,3e80c9d08248d884abba7393119695ccc76449136059ca94e6b7b1e922b4aec6,e0b49d7632796b10c7e5d6ee37950d26e57009145860f4f4eec3d0a0cd8806e5,audio-sha256:e0b49d7632796b10c7e5d6ee37950d26e57009145860f4f4eec3d0a0cd8806e5,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+b43b1afa0bc6fa16,TimelineCamera_60fps_YAMO_ac0b608b_달타_260420_ShakeShakeShake_공원A,ShakeShakeShake,3788fa7392b2f330,9b0de0ee83955cac,0,False,950,15.833,1,test,760f957dc64c9c74ef522001bf1e9b097cac4200976cec4ac5396a134e23b7ee,5e37d8b65c3ccf04849eb05e47e1248d85dbd5f7bde9c35ebabf24bfb4b996b3,audio-sha256:5e37d8b65c3ccf04849eb05e47e1248d85dbd5f7bde9c35ebabf24bfb4b996b3,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+500981ed344fb296,TimelineCamera_60fps_YAMO_aea66e56_블리즈_260408_댓처노노_야경A,댓처노노,78a222561a06d101,a384294e394c53e9,0,False,2100,35.000,8,train,3e7b554a7759c61001e652a3d3997f0b1c3786429270a93585f9e405f8411f37,8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,audio-sha256:8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+14d8dc8834caf34f,TimelineCamera_60fps_YAMO_b09d4c34_제갈금자_260129_상추_겨울버전_홀D,내맘대로 살거야 말리지마,5a9fdc55085afdcb,1eddd24289b2cb46,0,False,528,8.800,1,train,0040a6b2e8c2254ba8e37ef67fe1bc234ced642aa83515fafe7f03a9af41609f,f93f1b1404719538683b4c1ad00dc68cdf726882116d3f25f01de74d78d760df,audio-sha256:f93f1b1404719538683b4c1ad00dc68cdf726882116d3f25f01de74d78d760df,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+cb14bbf9d1c420b8,TimelineCamera_60fps_YAMO_b2c68c7a_하디아_260329_캐치캐치_마을A,하디아 캐치캐치 ver1.0,569b3fbeaaf1c1e6,f0a63f26990bf766,0,False,1620,27.000,8,train,4c452b7f1c32d5f8b31d3f1c8c82bdd5e1209c403848593a1cb0511ebb8f8614,1b39f69d01a488d73a3a54321a4c43d2b854d739440429df5071518c684cce40,audio-sha256:1b39f69d01a488d73a3a54321a4c43d2b854d739440429df5071518c684cce40,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3630190b3d15b138,TimelineCamera_60fps_YAMO_b3379510_유리나_250925_호시아이MV_콘서트장,유리나_호시아이 - Camera 01 (Cinemachine Track),34f0d6c8f4595ead,05fb4e1bb5c66c16,0,False,19101,318.350,1,train,f263bf6544e34505775493ddd428797ddb554923b427224af2ca3d26fab175eb,f3e75175d368f38f7462fd9f3c8e0d97464c6d518dbfc3bf4a682fb71cc111b7,audio-sha256:f3e75175d368f38f7462fd9f3c8e0d97464c6d518dbfc3bf4a682fb71cc111b7,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+f6499e1d7b553610,TimelineCamera_60fps_YAMO_b3379510_유리나_250925_호시아이MV_콘서트장,유리나_호시아이 - Camera 02 (Cinemachine Track (1)),34f0d6c8f4595ead,05fb4e1bb5c66c16,1,False,19101,318.350,1,train,29179cdacb3535f9d33965bf5db4b216ad05c763c8331b85f26612824a08e9f1,f3e75175d368f38f7462fd9f3c8e0d97464c6d518dbfc3bf4a682fb71cc111b7,audio-sha256:f3e75175d368f38f7462fd9f3c8e0d97464c6d518dbfc3bf4a682fb71cc111b7,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+64407728f3db1bef,TimelineCamera_60fps_YAMO_b3ba587c_이레인_260424_캐치캐치_하늘정원A,캐치캐치,62d33bb9b7439d0b,98090759d04dd464,0,False,1380,23.000,6,validation_cross_song,9e7540c392310c0de1bc3d1e66fc5ff54f00b5cc22483f4aea0b7cce091377b4,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ebfb736ccb9d338d,TimelineCamera_60fps_YAMO_b410329b_이겨울_260115_두번째지구_홀D,두번째지구,50b0bb8f3048d8f1,ebd861c5b58c4b90,0,False,1552,25.867,5,train,40f35509740007590187be671cac5760ed16504511e346e8870506ee91fdbc88,dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,audio-sha256:dd2e8c14513dd71fca97901d2709ebd64df656b87b4cec171ce3053dc858a5fd,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a868116d4736f086,TimelineCamera_60fps_YAMO_b4b8854b_희지_250814_프로포즈챌린지_교실B,프로포즈챌린지,6c396c4eb03a4006,ee777d07ce81bc32,0,False,1048,17.467,4,validation_cross_song,41c15ec60588149ff968e4c7b8b1f428209c65e4237cb048e9a786e07ed21f5a,377d807efc01cb1ad4e8eb399728b75f423e6b53902763f37306be6abe4f24a2,audio-sha256:377d807efc01cb1ad4e8eb399728b75f423e6b53902763f37306be6abe4f24a2,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+306ff645075e834f,TimelineCamera_60fps_YAMO_b793282d_이레인_260116_VillainsVillanins_블리즈모캡룸A,VillainsVillanins,e128d9bbcf135c49,c5bc11277d3b0501,0,False,1800,30.000,7,train,c9e9d4bbb81971d9af4010239f24f7dd2a84634eab25fe750d3c17539e336fc8,71c58907f9216b40577d8306545fad7c9994ffc77683d9b536ed05f3eca4297c,audio-sha256:71c58907f9216b40577d8306545fad7c9994ffc77683d9b536ed05f3eca4297c,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7a5477349bdc0469,TimelineCamera_60fps_YAMO_b7e8ec77_하데스_260518_모시모시_하데스유치원A,모시모시,4c039c9a3567c3f3,83ddb229dd9bafd8,0,False,1459,24.317,4,train,d4703b141808434316510360583f7958b65e09c3f4b1e7b8a68c12c55ae5f90d,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+8ebabe43762bad21,TimelineCamera_60fps_YAMO_bbb1c3b8_이레인_260409_NoBatidao_이탈리아A,너뿐이야,3f725374f0360232,2a0da6ba78712578,0,False,1200,20.000,4,train,31b596d322d694a1b13febd2740b19234ad0a1184e6a41795d46504d1b3bc871,18189bd0ed3fc215cfc28751528067242de81d5f60b44de9447da9a09bb6bb9a,audio-sha256:18189bd0ed3fc215cfc28751528067242de81d5f60b44de9447da9a09bb6bb9a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+56f61370edb94ba2,TimelineCamera_60fps_YAMO_bbfe7ace_하데스_260401_챈나_찹츄_사무실B,찹츄_full,5ee49570515a47cc,ecb57a7333c101ab,0,False,1320,22.000,5,train,b7412c03ef29dcf3f7d6381b50d5355e50b8930b99eda4c394e0b24b9493ba77,e383be6207b268a3f0e5d24f36ff4ec9f161f6f7465ae0e764d20f6af46be8e1,audio-sha256:e383be6207b268a3f0e5d24f36ff4ec9f161f6f7465ae0e764d20f6af46be8e1,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ec4be56d87ba2854,TimelineCamera_60fps_YAMO_bca9876d_위도_260324_우마무스메_무지B,우마무스메,be320d32809c6578,161353876f27864b,0,False,900,15.000,7,train,9f9defc81dadbb5ce6e4b818a7232589a6de00123d5d10d6850ff42aa5c3258c,7a93b8c9c0c64788fc6eeb09b068cd154a1100873a056d1d8f5eba59ef286b71,audio-sha256:7a93b8c9c0c64788fc6eeb09b068cd154a1100873a056d1d8f5eba59ef286b71,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+8a1c04f47e2b1741,TimelineCamera_60fps_YAMO_bd5d8d28_유콘_260430_모시모시_학교C,모시모시,84e471169b1e41f3,83ddb229dd9bafd8,0,False,1320,22.000,1,train,cdd7ce2b588267eee2161c9cd0bd5fe1f7d8687a852f58a292994a6f1c4503fc,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+dac7cccc3429ba28,TimelineCamera_60fps_YAMO_be3bb153_블리즈_260508_큐스토_소무대A,귀여운것만으로는안되나요음원,efb9d38055350b11,aaa10292b3e17d33,0,False,1800,30.000,1,train,460055927b9fe8e7a3fe117971a95ea926892081e030ea75fcff4b8e5732f57d,f482f607f504ef52eacd598cfc41198954b9785ba89534d48322f0e2fa3b65fa,audio-sha256:f482f607f504ef52eacd598cfc41198954b9785ba89534d48322f0e2fa3b65fa,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1beb36072e725ef0,TimelineCamera_60fps_YAMO_c1caa1b0_이레인_250912_착젤싫_이탈리아A,착젤싫,f73d35be2ccdf666,7085d5ca9ec081ac,0,False,1384,23.067,4,train,80ed46237e79abb036949c1cfda6f1ef22b519d15c47a53775444602d79cfe1f,44b69a7923b3caa7cc9ea32b3b192bc5984d0dc06173fb879005cf021da66f53,audio-sha256:44b69a7923b3caa7cc9ea32b3b192bc5984d0dc06173fb879005cf021da66f53,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7f91de8232c08e3e,TimelineCamera_60fps_YAMO_c205652e_커피바라_260406_톤츠카탄탄_주택가A,톤츠카탄탄,6c5aa6cf90b6d011,9b25f9df0cf11817,0,False,1560,26.000,8,validation_cross_song,94fd5659051dada791ea51ed826f90fb7dda3d901950f3ea766254529e5c763d,dc47e19ed622e4e834145f43ca0f60d7fc7837a519d8c655f38f00e2d3fea830,audio-sha256:dc47e19ed622e4e834145f43ca0f60d7fc7837a519d8c655f38f00e2d3fea830,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+dad44b387c6c341b,TimelineCamera_60fps_YAMO_c439848b_꽃설화_260428_댓츠노노,댓처노노,b709368edd6945de,a384294e394c53e9,0,False,2100,35.000,8,train,3f05a1a3afeb54b25a42f50be1a69706302353604a8b29e07590bc6c8cf9b07e,8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,audio-sha256:8ae720f39e3639a7e7ab220cfc058b18704f6f42794c2056ac8cd92f0c4b5c4a,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ab0c688707e535bd,TimelineCamera_60fps_YAMO_c468bc9e_버찌_260409_귀여운것만으로는안되나요_공원A,귀여운것만으로는안되나요,d2cfc2a0ee5d7189,5718424612c911d4,0,False,2027,33.783,7,train,3cb94722df0fdb309ae21ccd44ef993cc9cf4f111407404b1821e6e83cb3fcce,5cdb7e3d934e03a190affd4fb3f1c55c31e1ee835a03f2bf60e5815455c387fa,audio-sha256:5cdb7e3d934e03a190affd4fb3f1c55c31e1ee835a03f2bf60e5815455c387fa,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+22191632d25e9898,TimelineCamera_60fps_YAMO_c46eac30_봄세이_260225_조려보자_교실B,조려보자,672f8da52d36b167,692f4d7b08953a44,0,False,1742,29.033,1,train,e719a51aa9a6c1dbb1d404ecf28dba4220b75d7ad717d2d2ff7329e5fa7020e4,6d7663b473e60f30ff199d62759d02fa502960cc62d294288aa8c3a96e66d9d8,audio-sha256:6d7663b473e60f30ff199d62759d02fa502960cc62d294288aa8c3a96e66d9d8,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1360ca14f82ba1e1,TimelineCamera_60fps_YAMO_c4739ee9_블리즈_260325_SnakeEyes_콘서트장B,SnakeEyes,78ea5df0846e6c6d,c7c91c57f9f61ddc,0,False,1020,17.000,5,train,019eaa080c9a9e381a68a7cce05f5981afe5f441f61e246fada5d8b0c4193b3d,323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,audio-sha256:323a008fadc1e6d60178ab8dc62e474cf0476317503553c6d7a6d8514cb3770f,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3334dcb62791d80a,TimelineCamera_60fps_YAMO_cb5782fa_이레인_260518_WhoIsShe2_창고A,WhoIsShe2,815297129516cc7a,4e04ea80dd91196a,0,False,1320,22.000,2,train,a8836308af765a78bc31aedd08b2851ab196dbbcb59a7e30d876a0dbe3d15bdd,f7b664279b08a3bbe297af1cbd895ec4d60babf36954ff759b4cb181d5559496,audio-sha256:f7b664279b08a3bbe297af1cbd895ec4d60babf36954ff759b4cb181d5559496,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7bed46242dc2b4be,TimelineCamera_60fps_YAMO_cd0b2117_리베_251218_IRISOUT_온실정원A,IRISOUT - Camera 01 (Cinemachine Track (1)),e09e0ea64d922295,7022fa48da45ae84,0,False,1100,18.333,1,train,1343257d07ff7ebb41a9e6193d358973452f70955fe0937ea3dc3584c8b25448,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+74e829273ad753d3,TimelineCamera_60fps_YAMO_cd0b2117_리베_251218_IRISOUT_온실정원A,IRISOUT - Camera 02 (Cinemachine Track) [muted],e09e0ea64d922295,7022fa48da45ae84,1,True,1045,17.417,7,train,ec42f0128ce8dc8a219377d78d0990b2b71cd307332079e021c4212e498d8a3f,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+5d4c920a2ce75c1c,TimelineCamera_60fps_YAMO_cd2939b7_하데스_260330_키띵_캐치캐치,캐치캐치,323e32abfaa21381,98090759d04dd464,0,False,1455,24.250,1,validation_cross_song,6e876df666ca6506c8ce165dd55301cfab75a2f951ab53a70598a64bf419ec99,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+033570da7b8d2f38,TimelineCamera_60fps_YAMO_d18507f6_채단우_260506_BornSavage_야경A,BornSavage_Full,d1a99c8059a9a967,a991096b0ab36bd8,0,False,2359,39.317,1,train,d22a5fa325e1a752e6c409be9d9867484ae0912cd2fb0b527578363b017eab9b,3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,audio-sha256:3728cc8646511eaab803852668ae7293bf13cf6060f934968ee6971a4a870af1,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+876a8c4a21bbc98e,TimelineCamera_60fps_YAMO_d1b956b9_이레인_260212_SundayMorning_학교C,SundayMorning,3952f9980e590d48,b4a7d4c631244271,0,False,1726,28.767,8,train,f983016b22cf1b40598d464384d9ecdc2e5068c076eda22d9ea75d9ff068118d,2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,audio-sha256:2563b7ce20039202767188d1498e5e6da4c234edc67ac2d3e1f8673c29c5c7ad,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+e0041650e3bca3c1,TimelineCamera_60fps_YAMO_d20a8ab8_양도끼_260430_모시모시_나무방A,모시모시,a32d36500a72e278,83ddb229dd9bafd8,0,False,1320,22.000,1,train,6ba53b41ac3d5ca067ab8b4ab4bd9f5024589a922efe0d0e1677a8f6ee23d556,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+c99feda059bf8db5,TimelineCamera_60fps_YAMO_d250922b_나나링_260401_MontagemHikari_스테이지A,MontagemHikariFull,7bb7421f82417326,98bea0d61e0e23dd,0,False,1264,21.067,4,train,98e8c82a50764f5709a8c10b262c03f053bfb4fe40f50d07760b51f052bbde33,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9c1dc619ce1ee53c,TimelineCamera_60fps_YAMO_d2b60c9c_리베_260506_소문의낙원_자연E,소문의낙원,afe3ffd2f924c8ef,c65c02d3234601df,0,False,2589,43.150,4,train,ff1588f690ac95406b716c566051c4d0de06be988686069ec8d6d50dac66114c,9844edec69691298dba55f450a3c5ac79feba2b452d0c414fa563e812ccf2c71,audio-sha256:9844edec69691298dba55f450a3c5ac79feba2b452d0c414fa563e812ccf2c71,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9d367591c6838012,TimelineCamera_60fps_YAMO_d2e98c49_나나링_260401_MontagemHikari_정원B,MontagemHikariFull,4f5918b8b704e94c,98bea0d61e0e23dd,0,False,1264,21.067,4,train,78b9d33969eb1fdce147126312e63b281d238bbeae18b1717cab38808b9f36cc,a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,audio-sha256:a58325243df8dcb67d95a2c4a0abfefbad56fe0649e4d543e7f8ad96519c5a28,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+72fcf8d7a8aadc95,TimelineCamera_60fps_YAMO_d2f70a52_블리즈_260427_브루노마스챌린지_길거리A,브루노마스,76929520bb83f15f,dfa2e08911ef7497,0,False,1357,22.617,4,train,b9f7691be09ee77b5620466779fe4d4db4be18b4e7bd5c928b0b3499a42083a9,4e2904e6b040c151b7c34df0203576437a6f2ebc18c9c9b86022a9a03d71da6b,audio-sha256:4e2904e6b040c151b7c34df0203576437a6f2ebc18c9c9b86022a9a03d71da6b,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+749f4cc34ae93f05,TimelineCamera_60fps_YAMO_d30f90b2_하데스_260518_모시모시_벚꽃정원A,모시모시,10e7117638ff3e74,83ddb229dd9bafd8,0,False,1459,24.317,4,train,a884e05b071d5aa50b79db74a2010f242455a15c27baa40ecc42a57d1bf8dbe5,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,multi-source-sha256:3b7af91d1ae0c6c18ac405a7add396c860c76e69745b3f0d391783892a826c77,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+1cd5999258d64ba9,TimelineCamera_60fps_YAMO_d30f90b2_하데스_260518_모시모시_벚꽃정원A,간바레 - Camera 01 (Cinemachine Track),bafa3653d6e37de5,5dbdfb2e35404c16,0,False,1020,17.000,1,test,bf86562b49b3cebb787c1a5871399138ce4d1e0dc4abb98125201cb0aec28e2a,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,multi-source-sha256:3b7af91d1ae0c6c18ac405a7add396c860c76e69745b3f0d391783892a826c77,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+1f4c9caf0136ff78,TimelineCamera_60fps_YAMO_d30f90b2_하데스_260518_모시모시_벚꽃정원A,간바레 - Camera 02 (Cinemachine Track (1)),bafa3653d6e37de5,5dbdfb2e35404c16,1,False,1020,17.000,1,test,bb99acb7bc158dd4fcf09f2e908bc2548fb61dabdca35942d417d577a31b7d35,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,multi-source-sha256:3b7af91d1ae0c6c18ac405a7add396c860c76e69745b3f0d391783892a826c77,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+311c2a20453db460,TimelineCamera_60fps_YAMO_d30f90b2_하데스_260518_모시모시_벚꽃정원A,간바레 - Camera 03 (Cinemachine Track (1)),bafa3653d6e37de5,5dbdfb2e35404c16,2,False,1020,17.000,1,test,84a46660eba7b538fb8ad96c872c22f410af3c7d09eb04805ea977fba45e05e1,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,multi-source-sha256:3b7af91d1ae0c6c18ac405a7add396c860c76e69745b3f0d391783892a826c77,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+a6d01935a1e6ddcf,TimelineCamera_60fps_YAMO_d36ec62d_달타_260527_PaperPlane_온실정원A,PaperPlane,76c76cd125416457,29ec1a772f603de3,0,False,1322,22.033,5,train,3f5270bef697f0bba7665852b4c0049d8588f4bbf60b496bd660911d7601c32d,c996cbde80b2dfbc8e4af8a234d177b649a9a3fd7dc657f9169206c2ea625e7e,audio-sha256:c996cbde80b2dfbc8e4af8a234d177b649a9a3fd7dc657f9169206c2ea625e7e,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+74728566aa450a9d,TimelineCamera_60fps_YAMO_d4425bb9_달타_260501_모시모시_레트로리빙룸A,모시모시,6d63be6159e4f980,83ddb229dd9bafd8,0,False,1459,24.317,4,train,bdcb7f29edacb2f278f9a1e2618ba1ca9d2a2809806a4013bcd51140af1c6413,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+46afc63a6a4199b6,TimelineCamera_60fps_YAMO_d66c48e9_하데스_260214_챈키솜_릴리라잌유_하늘정원A,릴리라잌유,0ace0e4f21eb259c,7400f252d47bccc0,0,False,1200,20.000,1,train,97163c484c6dff6909d88f77a69a4f21d41998557e56febcef8dc3623ed3078f,e0b49d7632796b10c7e5d6ee37950d26e57009145860f4f4eec3d0a0cd8806e5,audio-sha256:e0b49d7632796b10c7e5d6ee37950d26e57009145860f4f4eec3d0a0cd8806e5,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+03aee0d9c066b87a,TimelineCamera_60fps_YAMO_d730c56d_따스히_250513_천천천국지옥_나무방A,천천천국지옥,ed3e1e2f2e093c45,1b64829b7a700a91,0,False,834,13.900,1,train,fbdcba401eac6b704159afba4d53ec7330609754f459780cd1a1d4ec43ba2681,182e9d888990a6e5cbcd4dc7c113ae2e9b0d17bc9ed091579c7a1c018d81314e,audio-sha256:182e9d888990a6e5cbcd4dc7c113ae2e9b0d17bc9ed091579c7a1c018d81314e,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+3a29828c4fa5cc25,TimelineCamera_60fps_YAMO_d83585d5_챈나_250824_MV_무대A,챈나님 미션곡 최종,ce3398923377e9b0,c05aedf57e746f36,0,False,5695,94.917,26,train,df865944aeec09c99966e4b8ed89147723a4a1405be9b878cacfb6bbe1cb3119,ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,audio-sha256:ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+02d9ee2efc20c6c5,TimelineCamera_60fps_YAMO_d98cc0e1_하데스_260321_챈솜_간바레_무지B,간바레,3331f793fc599ad0,5dbdfb2e35404c16,0,False,1071,17.850,1,test,4b6a14766711a0a647be011620f3eb7d010638eedcaed23eb61f987706a8cb7e,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+8f7f621009a0dabf,TimelineCamera_60fps_YAMO_d9c480ca_따스히_251013_밤바라밤,케케크롱,f0d3085fd0b34e4f,b056a6cdc61310a4,0,False,660,11.000,1,train,095a1787741dfc8180538b32ded13e631208492d6a93db17377b48c2277a364f,e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,audio-sha256:e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+43670ea49b1a221c,TimelineCamera_60fps_YAMO_dd2250c2_하데스_260422_4Step_하데스핑크룸낮,4Step,e56ef57711f9355a,8d2c3312ee581ca2,0,False,1390,23.167,2,train,c8f844dc0e9e31e0584acd39c128460bfb334d866db76387854459bfe153f9d2,c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,audio-sha256:c3f5042d894e2e75e485f95aff3b032aed67f475372b56da40a15477e8813110,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+712de1e46db40d55,TimelineCamera_60fps_YAMO_dd984d09_레제_260408_Two_콘서트장B,Two,e9289806e1ff3e14,4b9273390a55eff7,0,False,1007,16.783,2,train,ef3d6099f329be3bd123f42b8a1ff57e481c33d25d141dcf386dc30df6a3207f,ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,audio-sha256:ce23a6e59a62b7d9a4a8e95b055309dcd50e776774843c0d77a1fd1a181077c2,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6a07c94f484211b7,TimelineCamera_60fps_YAMO_de67dde6_이레인_260409_NoBatidao_저택A,NoBatidao,1914d4e42e744cd9,4df1a560b37d12d6,0,False,1698,28.300,2,train,76967179592bb1ce0e733d10eeb549b83bc1f0ea9e047209e2bf4e696b1ef316,2a63f0412cae6d6803333bb355c91542a5a92725e66468c2bcdd421a6fe29e3c,multi-source-sha256:76bf1aa2d90712715204d704f83087944314cc91f4df6d6ca72655dfa10d7c66,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+bc300cd437856651,TimelineCamera_60fps_YAMO_dfc825ad_따스히_250624_BassDownLow_사무실A,Bass Down Low,037fd5d03b1c521c,bcf5d02accc92299,0,False,848,14.133,1,train,25c4f47efe5941f6f19008ef75ef1cf728305bbc6ee38a5f704512a5f56300c7,f68a684debe1efa32d3a229897711aa58a508c079ed569e0725d43b02479e443,audio-sha256:f68a684debe1efa32d3a229897711aa58a508c079ed569e0725d43b02479e443,,unknown,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+9a8c40c12f47037c,TimelineCamera_60fps_YAMO_e0f87ab5_나나링_251216_IRISOUT_학교C,IRISOUT,76107261b18ec05b,7022fa48da45ae84,0,False,1045,17.417,7,train,5dfb06dd782d05e8c91ab6364a85f40f173990c2e393c3ce4c8b1220e967afc0,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+1df9fac1fc1c43cc,TimelineCamera_60fps_YAMO_e2d90049_하지유_260305_영물이다_나무방A,영물이다,1924e9a907292a38,700f84f99ad5e001,0,False,1680,28.000,9,train,04018118e1df419ee25f3e236f4d69f4f8898537e3af054444ac5abbdada3af5,d203dfd34e831296a270826381e16de8e80d93640ad1de1ef0ea597dc5ab055e,audio-sha256:d203dfd34e831296a270826381e16de8e80d93640ad1de1ef0ea597dc5ab055e,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+1b3f480d55516d79,TimelineCamera_60fps_YAMO_e881881b_후아꽈_260521_잇츠미_사원A,잇츠미,5b15fbd622e2d3ea,bd02c4b4b1f7d314,0,False,1742,29.033,12,train,62c35b86fd63545bed5255d23d50946ccd50cae579328556877d062941455ffc,c76c5b2354605c7389708f6626422ef09d46a8e3b376c31006325cf35b7fb798,audio-sha256:c76c5b2354605c7389708f6626422ef09d46a8e3b376c31006325cf35b7fb798,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d446134209bce595,TimelineCamera_60fps_YAMO_e9f66373_이레인_251229_PutTheThumbToTheNose_블리즈모캡룸A,PutTheThumbToTheNose,38a0f840983d8c32,c86dcf5a162911ba,0,False,1586,26.433,7,train,626fc5a26b2458a991d53a56a186ab39d8c4a9cc11ed115eddb8c438f69224fb,8418f50ce27661291889742e92ad830fb2aa2255fed087375ddc800da85a6390,audio-sha256:8418f50ce27661291889742e92ad830fb2aa2255fed087375ddc800da85a6390,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ec9223188d01de57,TimelineCamera_60fps_YAMO_ebb93640_이레인_260312_Rude_학교C,Rude,9cb0dff7923e9759,bc8f86e0fc047f60,0,False,2280,38.000,9,train,590cf96617a416d2ee960861c607e3e1ab9f4f04e050f5d0279aedb0c9e9922c,0f8dc6fe04339ec84168d11a58ee8b6ebde2bda0cf31af20147f365a4e6260fc,audio-sha256:0f8dc6fe04339ec84168d11a58ee8b6ebde2bda0cf31af20147f365a4e6260fc,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+d79a108306980359,TimelineCamera_60fps_YAMO_ebff2462_하데스_260518_모시모시_자연E,모시모시,3cec8e6d3a9de902,83ddb229dd9bafd8,0,False,1459,24.317,4,train,e19f8d8ef0ec182a8cf4bceedb7a765f13e029d4f1cebd9c55ec9841e23cc578,dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,audio-sha256:dbe206e23b87566f1418080ca9c7d1f5d6e5f4ddfd2e348a7489f22c37b56494,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+ab69ccac4a10d291,TimelineCamera_60fps_YAMO_ee11770f_라무_250519_PV_자연B,Aakash Gandhi - Serenity,5725f9460c987781,b33e9292b7b98353,0,False,4211,70.183,15,train,ebc04413ba1c0877ecd9239a471ec57c8b45e73013cb74a0508558f4f43bc9b4,a70e56b0a985979dde90f321c4b9a77aa633342d0d0289ab5e8168547e0e58b4,audio-sha256:a70e56b0a985979dde90f321c4b9a77aa633342d0d0289ab5e8168547e0e58b4,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+f1d3049ed31c6541,TimelineCamera_60fps_YAMO_f0dfa4f2_양도끼_251224_IRISOUT2_크루즈선A,IRISOUT - Camera 01 (Cinemachine Track (1)) [muted],8b2c9949bc4cfd96,7022fa48da45ae84,0,True,1045,17.417,2,train,d0bb942f23948eecf916871df3f9d017c91ade6580cc0f63d5f34310774c5f49,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+e8450fcd45d474e1,TimelineCamera_60fps_YAMO_f0dfa4f2_양도끼_251224_IRISOUT2_크루즈선A,IRISOUT - Camera 02 (Cinemachine Track),8b2c9949bc4cfd96,7022fa48da45ae84,1,False,1045,17.417,7,train,906a1f419fbd9a8267e7d3d72571c9d2cbcc3ade3dcf3e89b628a89152c1365a,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+866ca35e85784acd,TimelineCamera_60fps_YAMO_f20ddacf_레제_260413_2.0_콘서트장B,2.0,37c6a745e476311c,24290f1883f0fd5c,0,False,2743,45.717,19,train,b89af52679ae783c09ecaf70fded6100269e0b06f3c142ffe22824df2275d13a,5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,audio-sha256:5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+b565bbe868ce3861,TimelineCamera_60fps_YAMO_f2b79e41_이레인_260424_캐치캐치_소무대A,캐치캐치,cfd01bce067c7506,98090759d04dd464,0,False,1380,23.000,6,validation_cross_song,08bc121990a02d2aeb269712753130e831ee6a6e25ae21466cf59f1758e7cd0d,1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,audio-sha256:1a846b5ba37a1f70ccdbcaeb2766edbd45047151ed171e1e41cd9ca73c9f5504,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+6e88be118f262dc1,TimelineCamera_60fps_YAMO_f3362f2a_윤이제_260326_간바레_교실B,간바레 - Camera 01 (Cinemachine Track),3b05162b724c239d,5dbdfb2e35404c16,0,False,1020,17.000,1,test,cf60f8257d4ba2e0c9e201b530948615ea79b557a4e39d55838ec564ca84f5a3,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+46d9609fcfde9cfb,TimelineCamera_60fps_YAMO_f3362f2a_윤이제_260326_간바레_교실B,간바레 - Camera 02 (Cinemachine Track (1)),3b05162b724c239d,5dbdfb2e35404c16,1,False,1020,17.000,1,test,ada9fffdaa4c6fd2dbb4a122f25b6cd71741adcfc94f5b23e24d1a7333cdea15,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+acf23ad24f9d8dfd,TimelineCamera_60fps_YAMO_f3362f2a_윤이제_260326_간바레_교실B,간바레 - Camera 03 (Cinemachine Track (1)),3b05162b724c239d,5dbdfb2e35404c16,2,False,1020,17.000,1,test,fb2459193686eadc80181089b2f6d5ac7b064c41733d6c587752783fb28dda74,8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,audio-sha256:8c38a6c8dabc48331f0fe79fd28cd947a8abe38a56dcda659a899e3211c58c35,1.0,catalog_recorder_resolution,alternative_parallel,True,False,False,False,False,Overlapping active camera alternative; safe as a trajectory template but excluded from joint frame/cut training.
+343c666523ce2eb5,TimelineCamera_60fps_YAMO_f3d98dc2_제갈금자_260129_상추_금자버전_저택B,내맘대로 살거야 말리지마,c6cc912190501b60,1eddd24289b2cb46,0,False,572,9.533,1,train,b2adbfe69bc1c56d1a9eeeb80bae81bf7f8b2dcd0e1fecdeaebc0b8ff3d684b0,f93f1b1404719538683b4c1ad00dc68cdf726882116d3f25f01de74d78d760df,audio-sha256:f93f1b1404719538683b4c1ad00dc68cdf726882116d3f25f01de74d78d760df,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+45a43701633f447f,TimelineCamera_60fps_YAMO_f4354da8_양도끼_260401_캐치캐치_홀D,캐치캐치Fast,e101df7add47827d,8b11c1e745aab8b0,0,False,1140,19.000,1,train,e2a9f3959b8d19b98dbf005932ee95b05b08a859a0463eeb4fa58bd265b081f9,8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,audio-sha256:8d63b00244a21e67c66cc0e60cd0f2cd5c97759bb45d0aa6228683f8012cfbe6,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+ba577786b0f3f34a,TimelineCamera_60fps_YAMO_f461521f_채단우_260422_2.0_소무대A,2.0,7a076c5920fb69e9,24290f1883f0fd5c,0,False,2743,45.717,19,train,0084e5397e6317aebbe820289a68683486c605e1d6a2da8009666944dc93ad11,5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,audio-sha256:5905fd24954224622a6d2c2daddd139d37fc11a016d1ba8b30d026a50a514963,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+a8355a1dc07db0a1,TimelineCamera_60fps_YAMO_f4aae907_양도끼_250912_케케크롱_실내A,케케크롱,047cbd3d67eaff59,b056a6cdc61310a4,0,False,660,11.000,1,train,26012206ae6863e68e51e7f57f4c7252d29b519ac5154c946069129f05a49090,e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,audio-sha256:e7dc2abeb62a9855cee1c0fcbe6ceef5795e967680180ad82364a7d7942683fe,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+802c6093198fe206,TimelineCamera_60fps_YAMO_f56f4c03_달타_260522_PaperPlane_하늘정원A,PaperPlane,4483fcdcd802945e,29ec1a772f603de3,0,False,1322,22.033,5,train,84e2ac9657de1d14748bf3e5e055a9534ccb5b0361950f69a0f93e5e64ae676e,c996cbde80b2dfbc8e4af8a234d177b649a9a3fd7dc657f9169206c2ea625e7e,audio-sha256:c996cbde80b2dfbc8e4af8a234d177b649a9a3fd7dc657f9169206c2ea625e7e,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+7049c539b000656b,TimelineCamera_60fps_YAMO_f61d443f_나나링_260227_손댄스_벚꽃정원A,손댄스,279ef9ab5b0b428e,d21608afc55bf859,0,False,997,16.617,3,train,b34f52bafa8058e27d5a1d477e5380cb132e26f6e9975a5191509330874fec85,f3579b728661f86aad95e6c8a7e1dacded843d4efc4a2f5ab93b12e754a6c6f9,audio-sha256:f3579b728661f86aad95e6c8a7e1dacded843d4efc4a2f5ab93b12e754a6c6f9,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+5d63dd1d63047e02,TimelineCamera_60fps_YAMO_f7364588_하지유_251229_IRISOUT_학교C,IRISOUT,fd1f4071e201dbad,7022fa48da45ae84,0,False,1045,17.417,7,train,18e862007dec6881d31cfcb10dd6787a42621eddf1acf54ca36b2d625f026a77,f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,audio-sha256:f64ca5c7a24d3de5c49c87c5b44943fc09bc089a890c63cee65c84bb56a9d054,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+47059e53f55a051d,TimelineCamera_60fps_YAMO_f74a1d3d_져미님_260520_잇츠미_주택가A,잇츠미,f221896c4aae331e,bd02c4b4b1f7d314,0,False,1742,29.033,12,train,2abb75da860abcfb55dd713b1b9a4b5a13a24613cf444a9453480b4c1eda012b,c76c5b2354605c7389708f6626422ef09d46a8e3b376c31006325cf35b7fb798,audio-sha256:c76c5b2354605c7389708f6626422ef09d46a8e3b376c31006325cf35b7fb798,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+9dad88890bb76776,TimelineCamera_60fps_YAMO_f794d1fd_유콘_260313_간바레_나무방A,간바레 - Camera 01 (Cinemachine Track),ea7e6b0b841fab83,57bce64a394a37a0,0,False,992,16.533,1,train,3654ca35825bb98d8b29412109a684bcebe02a11d4a1c2a38d131772a493d994,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,primary,True,True,False,False,False,"Selected from active tracks by authored shot count, duration, then camera track index."
+878138205c3797f7,TimelineCamera_60fps_YAMO_f794d1fd_유콘_260313_간바레_나무방A,간바레 - Camera 02 (Cinemachine Track (1)) [muted],ea7e6b0b841fab83,57bce64a394a37a0,1,True,992,16.533,1,train,3268eeb953eed94d310ae17173c3c1b16de089b35ff19aaa59c02cd607532441,4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,audio-sha256:4c3b91090a7985f54695be7eb3fc57d754a020022aa14ce9b107f09668e583e4,1.0,catalog_recorder_resolution,alternative_muted,True,False,False,False,False,Muted parallel camera track; safe as a trajectory template but not as an independent edited song.
+c673db27da9e1172,TimelineCamera_60fps_YAMO_fa5663ac_이레인_251229_PutTheThumbToTheNose_무지C,PutTheThumbToTheNose,63be65ccbf77474b,c86dcf5a162911ba,0,False,1586,26.433,7,train,76895ed1e5e59b43d494a936c7b205cd543eca0a7ff723169fc05cc4999e7dd8,8418f50ce27661291889742e92ad830fb2aa2255fed087375ddc800da85a6390,audio-sha256:8418f50ce27661291889742e92ad830fb2aa2255fed087375ddc800da85a6390,1.0,catalog_recorder_resolution,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."
+3473e3cac1448c18,TimelineCamera_60fps_YAMO_ff55c071_챈나_250824_MV_가정집A_밤2,챈나님 미션곡 최종,e1cc9c60b7fbad5a,c05aedf57e746f36,0,False,5897,98.283,38,train,a388816e293414a199616eaf6c8c674413673a58d44de2f9def6ced8fb8794de,ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,audio-sha256:ba21343a8003056ddff149c52b876a4e74c0386b5761363bb68e91e437ff9bd4,,unknown,primary,True,True,True,True,True,"Selected from active tracks by authored shot count, duration, then camera track index."

CameraAI~/THIRD_PARTY_NOTICES.md

@@ -1,7 +1,7 @@
 # Third-party notices
 
 The bundled Windows x64 `CWCameraWorker` is a frozen Python application. Its
-runtime includes Python 3.10 and open-source packages including NumPy, SciPy,
+runtime includes Python 3.12.13 and open-source packages including NumPy, SciPy,
 scikit-learn, librosa, python-soundfile, joblib, PyInstaller, and their
 transitive dependencies.
 

CameraAI~/Tests/Editor/AICameraGeneratorWindowTests.cs

@@ -81,12 +81,14 @@ namespace Streamingle.Editor.Tests
                 Assert.That(
                     AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
                         project,
-                        configured),
+                        configured,
+                        Path.Combine(root, "MissingPackage")),
                     Is.EqualTo(Path.GetFullPath(configured)));
                 Assert.That(
                     AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
                         project,
-                        string.Empty),
+                        string.Empty,
+                        Path.Combine(root, "MissingPackage")),
                     Is.EqualTo(Path.GetFullPath(sibling)));
             }
             finally
@@ -117,7 +119,8 @@ namespace Streamingle.Editor.Tests
                 Assert.That(
                     AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
                         project,
-                        project),
+                        project,
+                        Path.Combine(root, "MissingPackage")),
                     Is.EqualTo(Path.GetFullPath(sibling)));
             }
             finally
@@ -141,7 +144,8 @@ namespace Streamingle.Editor.Tests
                 Assert.That(
                     AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
                         project,
-                        "\0invalid"),
+                        "\0invalid",
+                        Path.Combine(root, "MissingPackage")),
                     Is.EqualTo(Path.GetFullPath(sibling)));
             }
             finally
@@ -190,6 +194,158 @@ namespace Streamingle.Editor.Tests
                 "{}");
         }
 
+        [Test]
+        public void DefaultCwAiRootReplacesStalePackageCacheRevision()
+        {
+            var root = Path.Combine(
+                Path.GetTempPath(),
+                "cw-ai-package-root-tests-" + Guid.NewGuid().ToString("N"));
+            var project = Path.Combine(root, "UnityProject");
+            var staleRuntime = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@old-revision",
+                "RuntimeData~");
+            var currentPackage = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@current-revision");
+            var currentRuntime = Path.Combine(currentPackage, "RuntimeData~");
+            CreateCwAiRootMarker(staleRuntime);
+            CreateCwAiRootMarker(currentRuntime);
+            try
+            {
+                Assert.That(
+                    AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
+                        project,
+                        staleRuntime,
+                        currentPackage),
+                    Is.EqualTo(Path.GetFullPath(currentRuntime)));
+            }
+            finally
+            {
+                Directory.Delete(root, true);
+            }
+        }
+
+        [Test]
+        public void DefaultCwAiRootPreservesValidExternalSelection()
+        {
+            var root = Path.Combine(
+                Path.GetTempPath(),
+                "cw-ai-external-root-tests-" + Guid.NewGuid().ToString("N"));
+            var project = Path.Combine(root, "UnityProject");
+            var external = Path.Combine(root, "ExternalCWAI");
+            var currentPackage = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@current-revision");
+            CreateCwAiRootMarker(external);
+            CreateCwAiRootMarker(Path.Combine(currentPackage, "RuntimeData~"));
+            try
+            {
+                Assert.That(
+                    AICameraGeneratorWindow.ResolveDefaultCwAiRoot(
+                        project,
+                        external,
+                        currentPackage),
+                    Is.EqualTo(Path.GetFullPath(external)));
+            }
+            finally
+            {
+                Directory.Delete(root, true);
+            }
+        }
+
+        [Test]
+        public void CliExecutableReplacesStalePackageCacheRevision()
+        {
+            var root = Path.Combine(
+                Path.GetTempPath(),
+                "cw-ai-worker-path-tests-" + Guid.NewGuid().ToString("N"));
+            var project = Path.Combine(root, "UnityProject");
+            var staleWorker = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@old-revision",
+                "Tools~",
+                "CWCameraWorker",
+                AICameraCliRunner.ExecutableName);
+            var currentPackage = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@current-revision");
+            var currentWorker = Path.Combine(
+                currentPackage,
+                "Tools~",
+                "CWCameraWorker",
+                AICameraCliRunner.ExecutableName);
+            Directory.CreateDirectory(Path.GetDirectoryName(staleWorker));
+            Directory.CreateDirectory(Path.GetDirectoryName(currentWorker));
+            File.WriteAllText(staleWorker, string.Empty);
+            File.WriteAllText(currentWorker, string.Empty);
+            try
+            {
+                Assert.That(
+                    AICameraGeneratorWindow.ResolveCliExecutablePath(
+                        staleWorker,
+                        string.Empty,
+                        project,
+                        currentPackage),
+                    Is.EqualTo(Path.GetFullPath(currentWorker)));
+            }
+            finally
+            {
+                Directory.Delete(root, true);
+            }
+        }
+
+        [Test]
+        public void CliExecutablePreservesValidExternalSelection()
+        {
+            var root = Path.Combine(
+                Path.GetTempPath(),
+                "cw-ai-external-worker-tests-" + Guid.NewGuid().ToString("N"));
+            var project = Path.Combine(root, "UnityProject");
+            var externalWorker = Path.Combine(
+                root,
+                "ExternalWorker",
+                AICameraCliRunner.ExecutableName);
+            var currentPackage = Path.Combine(
+                project,
+                "Library",
+                "PackageCache",
+                "com.mingle.cw-ai@current-revision");
+            var currentWorker = Path.Combine(
+                currentPackage,
+                "Tools~",
+                "CWCameraWorker",
+                AICameraCliRunner.ExecutableName);
+            Directory.CreateDirectory(Path.GetDirectoryName(externalWorker));
+            Directory.CreateDirectory(Path.GetDirectoryName(currentWorker));
+            File.WriteAllText(externalWorker, string.Empty);
+            File.WriteAllText(currentWorker, string.Empty);
+            try
+            {
+                Assert.That(
+                    AICameraGeneratorWindow.ResolveCliExecutablePath(
+                        externalWorker,
+                        string.Empty,
+                        project,
+                        currentPackage),
+                    Is.EqualTo(Path.GetFullPath(externalWorker)));
+            }
+            finally
+            {
+                Directory.Delete(root, true);
+            }
+        }
+
         [Test]
         public void CliWorkerIsTheOnlyHighQualityBackend()
         {

CameraAI~/Tests/Editor/AICameraTimelinePreviewImporterTests.cs

@@ -6,13 +6,26 @@ using System.Text;
 using NUnit.Framework;
 using Unity.Cinemachine;
 using UnityEditor;
+using UnityEditor.SceneManagement;
 using UnityEngine;
 using UnityEngine.Playables;
+using UnityEngine.SceneManagement;
+using UnityEngine.TestTools;
 using UnityEngine.Timeline;
 using Object = UnityEngine.Object;
 
 namespace Streamingle.Editor.Tests
 {
+    public sealed class PreviewCloneActivationProbe : MonoBehaviour
+    {
+        internal static int EnableCount { get; set; }
+
+        private void OnEnable()
+        {
+            EnableCount++;
+        }
+    }
+
     public sealed class AICameraTimelinePreviewImporterTests
     {
         [Test]
@@ -34,6 +47,10 @@ namespace Streamingle.Editor.Tests
                         timeline,
                         new[] { brain }),
                     Is.SameAs(brain));
+                Assert.That(
+                    AICameraTimelinePreviewImporter
+                        .GetPreviewOutputStatusForEditor(brain),
+                    Does.Contain("are active"));
             }
             finally
             {
@@ -111,6 +128,843 @@ namespace Streamingle.Editor.Tests
             }
         }
 
+        [Test]
+        public void BrainResolutionUsesDisabledUniqueDescendantBinding()
+        {
+            var directorObject = new GameObject("Director");
+            var childDirectorObject = new GameObject("Camera Director");
+            var cameraObject = new GameObject("Configured Camera");
+            childDirectorObject.transform.SetParent(directorObject.transform, false);
+            var timeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            TimelineAsset childTimeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                director.playableAsset = timeline;
+                var childDirector =
+                    childDirectorObject.AddComponent<PlayableDirector>();
+                cameraObject.AddComponent<Camera>();
+                var brain = cameraObject.AddComponent<CinemachineBrain>();
+                childTimeline = CreateTimelineBoundToBrain(
+                    childDirector,
+                    brain,
+                    "Child Camera Track");
+                childDirectorObject.SetActive(false);
+                brain.enabled = false;
+
+                LogAssert.Expect(
+                    LogType.Warning,
+                    "The CinemachineBrain explicitly bound to a Timeline or its " +
+                    "Camera is disabled. Camera AI will use the configured Brain " +
+                    "without enabling either component automatically.");
+                Assert.That(
+                    AICameraTimelinePreviewImporter.ResolveCinemachineBrainForEditor(
+                        director,
+                        timeline,
+                        new[] { brain }),
+                    Is.SameAs(brain));
+                Assert.That(brain.enabled, Is.False);
+                Assert.That(
+                    AICameraTimelinePreviewImporter
+                        .GetPreviewOutputStatusForEditor(brain),
+                    Does.Contain("enable it to see AI camera playback"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(cameraObject);
+                Object.DestroyImmediate(childTimeline);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionDeduplicatesSameBrainAcrossDescendants()
+        {
+            var directorObject = new GameObject("Director");
+            var firstChildObject = new GameObject("First Camera Director");
+            var secondChildObject = new GameObject("Second Camera Director");
+            var cameraObject = new GameObject("Configured Camera");
+            firstChildObject.transform.SetParent(directorObject.transform, false);
+            secondChildObject.transform.SetParent(directorObject.transform, false);
+            var timeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            TimelineAsset firstChildTimeline = null;
+            TimelineAsset secondChildTimeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                director.playableAsset = timeline;
+                var firstChildDirector =
+                    firstChildObject.AddComponent<PlayableDirector>();
+                var secondChildDirector =
+                    secondChildObject.AddComponent<PlayableDirector>();
+                cameraObject.AddComponent<Camera>();
+                var brain = cameraObject.AddComponent<CinemachineBrain>();
+                firstChildTimeline = CreateTimelineBoundToBrain(
+                    firstChildDirector,
+                    brain,
+                    "First Child Camera Track");
+                secondChildTimeline = CreateTimelineBoundToBrain(
+                    secondChildDirector,
+                    brain,
+                    "Second Child Camera Track");
+
+                Assert.That(
+                    AICameraTimelinePreviewImporter.ResolveCinemachineBrainForEditor(
+                        director,
+                        timeline,
+                        Array.Empty<CinemachineBrain>()),
+                    Is.SameAs(brain));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(cameraObject);
+                Object.DestroyImmediate(firstChildTimeline);
+                Object.DestroyImmediate(secondChildTimeline);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionRejectsAmbiguousDescendantBindings()
+        {
+            var directorObject = new GameObject("Director");
+            var firstChildObject = new GameObject("First Camera Director");
+            var secondChildObject = new GameObject("Second Camera Director");
+            var firstCameraObject = new GameObject("First Configured Camera");
+            var secondCameraObject = new GameObject("Second Configured Camera");
+            firstChildObject.transform.SetParent(directorObject.transform, false);
+            secondChildObject.transform.SetParent(directorObject.transform, false);
+            var timeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            TimelineAsset firstChildTimeline = null;
+            TimelineAsset secondChildTimeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                director.playableAsset = timeline;
+                var firstChildDirector =
+                    firstChildObject.AddComponent<PlayableDirector>();
+                var secondChildDirector =
+                    secondChildObject.AddComponent<PlayableDirector>();
+                firstCameraObject.AddComponent<Camera>();
+                var firstBrain =
+                    firstCameraObject.AddComponent<CinemachineBrain>();
+                secondCameraObject.AddComponent<Camera>();
+                var secondBrain =
+                    secondCameraObject.AddComponent<CinemachineBrain>();
+                firstChildTimeline = CreateTimelineBoundToBrain(
+                    firstChildDirector,
+                    firstBrain,
+                    "First Child Camera Track");
+                secondChildTimeline = CreateTimelineBoundToBrain(
+                    secondChildDirector,
+                    secondBrain,
+                    "Second Child Camera Track");
+
+                Assert.That(
+                    () => AICameraTimelinePreviewImporter
+                        .ResolveCinemachineBrainForEditor(
+                            director,
+                            timeline,
+                            new[] { firstBrain, secondBrain }),
+                    Throws.TypeOf<InvalidOperationException>()
+                        .With.Message.Contains("Descendant PlayableDirectors"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(firstCameraObject);
+                Object.DestroyImmediate(secondCameraObject);
+                Object.DestroyImmediate(firstChildTimeline);
+                Object.DestroyImmediate(secondChildTimeline);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionPrefersDirectBindingOverDescendants()
+        {
+            var directorObject = new GameObject("Director");
+            var childDirectorObject = new GameObject("Camera Director");
+            var directCameraObject = new GameObject("Direct Camera");
+            var childCameraObject = new GameObject("Child Camera");
+            childDirectorObject.transform.SetParent(directorObject.transform, false);
+            TimelineAsset timeline = null;
+            TimelineAsset childTimeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                var childDirector =
+                    childDirectorObject.AddComponent<PlayableDirector>();
+                directCameraObject.AddComponent<Camera>();
+                var directBrain =
+                    directCameraObject.AddComponent<CinemachineBrain>();
+                childCameraObject.AddComponent<Camera>();
+                var childBrain =
+                    childCameraObject.AddComponent<CinemachineBrain>();
+                timeline = CreateTimelineBoundToBrain(
+                    director,
+                    directBrain,
+                    "Direct Camera Track");
+                childTimeline = CreateTimelineBoundToBrain(
+                    childDirector,
+                    childBrain,
+                    "Child Camera Track");
+
+                Assert.That(
+                    AICameraTimelinePreviewImporter.ResolveCinemachineBrainForEditor(
+                        director,
+                        timeline,
+                        new[] { childBrain, directBrain }),
+                    Is.SameAs(directBrain));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(directCameraObject);
+                Object.DestroyImmediate(childCameraObject);
+                Object.DestroyImmediate(childTimeline);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionRejectsExplicitBrainFromAnotherScene()
+        {
+            var directorObject = new GameObject("Director");
+            var cameraObject = new GameObject("Foreign Camera");
+            var foreignScene = EditorSceneManager.NewPreviewScene();
+            SceneManager.MoveGameObjectToScene(cameraObject, foreignScene);
+            TimelineAsset timeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                cameraObject.AddComponent<Camera>();
+                var brain = cameraObject.AddComponent<CinemachineBrain>();
+                timeline = CreateTimelineBoundToBrain(
+                    director,
+                    brain,
+                    "Foreign Camera Track");
+
+                Assert.That(
+                    () => AICameraTimelinePreviewImporter
+                        .ResolveCinemachineBrainForEditor(
+                            director,
+                            timeline,
+                            new[] { brain }),
+                    Throws.TypeOf<InvalidOperationException>()
+                        .With.Message.Contains("same scene"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(cameraObject);
+                Object.DestroyImmediate(timeline);
+                EditorSceneManager.ClosePreviewScene(foreignScene);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionRejectsExplicitBrainWithoutCamera()
+        {
+            var directorObject = new GameObject("Director");
+            var cameraObject = new GameObject("Camera-less Brain");
+            TimelineAsset timeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                var camera = cameraObject.AddComponent<Camera>();
+                var brain = cameraObject.AddComponent<CinemachineBrain>();
+                Object.DestroyImmediate(camera);
+                timeline = CreateTimelineBoundToBrain(
+                    director,
+                    brain,
+                    "Invalid Camera Track");
+
+                Assert.That(
+                    () => AICameraTimelinePreviewImporter
+                        .ResolveCinemachineBrainForEditor(
+                            director,
+                            timeline,
+                            new[] { brain }),
+                    Throws.TypeOf<InvalidOperationException>()
+                        .With.Message.Contains("Camera component"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(cameraObject);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionAcceptsSeparateControlledOutputCamera()
+        {
+            var directorObject = new GameObject("Director");
+            var brainObject = new GameObject("Configured Brain");
+            var outputCameraObject = new GameObject("Controlled Output Camera");
+            TimelineAsset timeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                var brain = brainObject.AddComponent<CinemachineBrain>();
+                var outputCamera = outputCameraObject.AddComponent<Camera>();
+                brain.ControlledObject = outputCameraObject;
+                timeline = CreateTimelineBoundToBrain(
+                    director,
+                    brain,
+                    "Controlled Output Camera Track");
+
+                Assert.That(brain.OutputCamera, Is.SameAs(outputCamera));
+                Assert.That(
+                    AICameraTimelinePreviewImporter.ResolveCinemachineBrainForEditor(
+                        director,
+                        timeline,
+                        new[] { brain }),
+                    Is.SameAs(brain));
+                Assert.That(
+                    AICameraTimelinePreviewImporter
+                        .GetPreviewOutputStatusForEditor(brain),
+                    Does.Contain(outputCameraObject.name));
+                Assert.That(
+                    AICameraTimelinePreviewImporter
+                        .GetPreviewOutputStatusForEditor(brain),
+                    Does.Contain("are active"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(brainObject);
+                Object.DestroyImmediate(outputCameraObject);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionUsesControlledOutputMainCameraForFallback()
+        {
+            var directorObject = new GameObject("Director");
+            var mainBrainObject = new GameObject("Main Output Brain");
+            var mainCameraObject = new GameObject("Main Output Camera");
+            var secondaryCameraObject = new GameObject("Secondary Camera");
+            var timeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                director.playableAsset = timeline;
+                var mainBrain = mainBrainObject.AddComponent<CinemachineBrain>();
+                mainCameraObject.tag = "MainCamera";
+                mainCameraObject.AddComponent<Camera>();
+                mainBrain.ControlledObject = mainCameraObject;
+                secondaryCameraObject.AddComponent<Camera>();
+                var secondaryBrain =
+                    secondaryCameraObject.AddComponent<CinemachineBrain>();
+
+                Assert.That(
+                    AICameraTimelinePreviewImporter.ResolveCinemachineBrainForEditor(
+                        director,
+                        timeline,
+                        new[] { secondaryBrain, mainBrain }),
+                    Is.SameAs(mainBrain));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(mainBrainObject);
+                Object.DestroyImmediate(mainCameraObject);
+                Object.DestroyImmediate(secondaryCameraObject);
+                Object.DestroyImmediate(timeline);
+            }
+        }
+
+        [Test]
+        public void BrainResolutionRejectsControlledOutputCameraFromAnotherScene()
+        {
+            var directorObject = new GameObject("Director");
+            var brainObject = new GameObject("Configured Brain");
+            var outputCameraObject = new GameObject("Foreign Output Camera");
+            var foreignScene = EditorSceneManager.NewPreviewScene();
+            SceneManager.MoveGameObjectToScene(outputCameraObject, foreignScene);
+            TimelineAsset timeline = null;
+            try
+            {
+                var director = directorObject.AddComponent<PlayableDirector>();
+                var brain = brainObject.AddComponent<CinemachineBrain>();
+                outputCameraObject.AddComponent<Camera>();
+                brain.ControlledObject = outputCameraObject;
+                timeline = CreateTimelineBoundToBrain(
+                    director,
+                    brain,
+                    "Foreign Controlled Output Track");
+
+                Assert.That(
+                    () => AICameraTimelinePreviewImporter
+                        .ResolveCinemachineBrainForEditor(
+                            director,
+                            timeline,
+                            new[] { brain }),
+                    Throws.TypeOf<InvalidOperationException>()
+                        .With.Message.Contains("output Camera")
+                        .And.Message.Contains("same scene"));
+            }
+            finally
+            {
+                Object.DestroyImmediate(directorObject);
+                Object.DestroyImmediate(brainObject);
+                Object.DestroyImmediate(outputCameraObject);
+                Object.DestroyImmediate(timeline);
+                EditorSceneManager.ClosePreviewScene(foreignScene);
+            }
+        }
+
+        [Test]
+        public void InactiveStagingCloneNeverActivatesAndPreservesSourcePlayback()
+        {
+            var parentObject = new GameObject("Preview Parent");
+            var sourceObject = new GameObject("Source Director");
+            var motionObject = new GameObject("Motion Director");
+            var authoredCameraObject = new GameObject("Authored Virtual Camera");
+            sourceObject.transform.SetParent(parentObject.transform, false);
+            motionObject.transform.SetParent(sourceObject.transform, false);
+            authoredCameraObject.transform.SetParent(
+                motionObject.transform,
+                false);
+            parentObject.transform.position = new Vector3(4f, -2f, 7f);
+            sourceObject.transform.localPosition = new Vector3(1f, 2f, 3f);
+            var sourceTimeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            var motionTimeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            GameObject cloneObject = null;
+            PlayableDirector motionDirector = null;
+            try
+            {
+                var sourceDirector =
+                    sourceObject.AddComponent<PlayableDirector>();
+                sourceDirector.playOnAwake = false;
+                sourceDirector.playableAsset = sourceTimeline;
+                motionDirector = motionObject.AddComponent<PlayableDirector>();
+                motionDirector.playOnAwake = true;
+                motionDirector.timeUpdateMode = DirectorUpdateMode.Manual;
+                motionDirector.playableAsset = motionTimeline;
+                var authoredCamera = authoredCameraObject
+                    .AddComponent<CinemachineCamera>();
+                sourceObject.AddComponent<PreviewCloneActivationProbe>();
+
+                motionDirector.Play();
+                motionDirector.time = 0.4d;
+                motionDirector.Evaluate();
+                var sourceWorldPosition = sourceObject.transform.position;
+                var sourcePlaybackState = motionDirector.state;
+                PreviewCloneActivationProbe.EnableCount = 0;
+
+                cloneObject = AICameraTimelinePreviewImporter
+                    .InstantiateInactivePreviewCloneForEditor(
+                        sourceObject,
+                        parentObject.transform);
+                var cloneMotionDirector = cloneObject.transform
+                    .Find(motionObject.name)
+                    .GetComponent<PlayableDirector>();
+                var cloneAuthoredCamera = cloneObject.transform
+                    .Find($"{motionObject.name}/{authoredCameraObject.name}")
+                    .GetComponent<CinemachineCamera>();
+
+                Assert.That(cloneObject.transform.parent, Is.SameAs(parentObject.transform));
+                Assert.That(cloneObject.transform.position, Is.EqualTo(sourceWorldPosition));
+                Assert.That(cloneObject.activeSelf, Is.False);
+                Assert.That(cloneObject.activeInHierarchy, Is.False);
+                Assert.That(PreviewCloneActivationProbe.EnableCount, Is.Zero);
+                Assert.That(cloneMotionDirector.playOnAwake, Is.True);
+                Assert.That(cloneMotionDirector.playableGraph.IsValid(), Is.False);
+                Assert.That(cloneAuthoredCamera.enabled, Is.True);
+                Assert.That(cloneAuthoredCamera.isActiveAndEnabled, Is.False);
+                Assert.That(sourceObject.activeSelf, Is.True);
+                Assert.That(sourceObject.activeInHierarchy, Is.True);
+                Assert.That(motionDirector.state, Is.EqualTo(sourcePlaybackState));
+                Assert.That(motionDirector.time, Is.EqualTo(0.4d).Within(0.000001d));
+                Assert.That(authoredCamera.enabled, Is.True);
+                Assert.That(authoredCamera.isActiveAndEnabled, Is.True);
+            }
+            finally
+            {
+                PreviewCloneActivationProbe.EnableCount = 0;
+                if (motionDirector != null)
+                {
+                    motionDirector.Stop();
+                }
+
+                Object.DestroyImmediate(cloneObject);
+                Object.DestroyImmediate(parentObject);
+                Object.DestroyImmediate(motionTimeline);
+                Object.DestroyImmediate(sourceTimeline);
+            }
+        }
+
+        [Test]
+        public void PreviewCloneSuppressesOnlyAuthoredCinemachineOutputs()
+        {
+            var sourceObject = new GameObject("Source Director");
+            var motionObject = new GameObject("Motion Director");
+            var authoredVirtualCameraObject =
+                new GameObject("Authored Virtual Camera");
+            var cameraObject = new GameObject("Authored Camera");
+            motionObject.transform.SetParent(sourceObject.transform, false);
+            authoredVirtualCameraObject.transform.SetParent(
+                motionObject.transform,
+                false);
+            var sourceTimeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            TimelineAsset motionTimeline = null;
+            GameObject previewObject = null;
+            try
+            {
+                var sourceDirector =
+                    sourceObject.AddComponent<PlayableDirector>();
+                sourceDirector.playOnAwake = false;
+                sourceDirector.playableAsset = sourceTimeline;
+                var motionDirector =
+                    motionObject.AddComponent<PlayableDirector>();
+                motionDirector.playOnAwake = false;
+                var motionAnimator = motionObject.AddComponent<Animator>();
+                var authoredVirtualCamera = authoredVirtualCameraObject
+                    .AddComponent<CinemachineCamera>();
+                cameraObject.AddComponent<Camera>();
+                var authoredBrain =
+                    cameraObject.AddComponent<CinemachineBrain>();
+                motionTimeline = CreateTimelineBoundToBrain(
+                    motionDirector,
+                    authoredBrain,
+                    "Authored Camera Track");
+                var motionTrack = motionTimeline.CreateTrack<AnimationTrack>(
+                    null,
+                    "Motion Track");
+                motionDirector.SetGenericBinding(motionTrack, motionAnimator);
+
+                previewObject = Object.Instantiate(sourceObject);
+                var previewMotionObject =
+                    previewObject.transform.Find(motionObject.name).gameObject;
+                var previewMotionDirector =
+                    previewMotionObject.GetComponent<PlayableDirector>();
+                var previewMotionAnimator =
+                    previewMotionObject.GetComponent<Animator>();
+                var previewAuthoredVirtualCamera = previewMotionObject.transform
+                    .Find(authoredVirtualCameraObject.name)
+                    .GetComponent<CinemachineCamera>();
+                var authoredCameraTrack = motionTimeline.GetOutputTracks()
+                    .OfType<CinemachineTrack>()
+                    .Single();
+                var motionTimelineWasDirty = EditorUtility.IsDirty(motionTimeline);
+                var suppressionState = AICameraTimelinePreviewImporter
+                    .CaptureAuthoredCinemachineState(
+                        previewObject.GetComponent<PlayableDirector>());
+
+                Assert.That(previewObject.activeSelf, Is.True);
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(authoredCameraTrack),
+                    Is.SameAs(authoredBrain));
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(motionTrack),
+                    Is.SameAs(previewMotionAnimator));
+                Assert.That(previewAuthoredVirtualCamera.enabled, Is.True);
+                Assert.That(authoredVirtualCamera.enabled, Is.True);
+
+                AICameraTimelinePreviewImporter
+                    .SuppressAuthoredCinemachineOutputsForEditor(
+                        previewObject.GetComponent<PlayableDirector>());
+
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(authoredCameraTrack),
+                    Is.Null);
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(motionTrack),
+                    Is.SameAs(previewMotionAnimator));
+                Assert.That(previewAuthoredVirtualCamera.enabled, Is.False);
+                Assert.That(authoredVirtualCamera.enabled, Is.True);
+                Assert.That(
+                    previewMotionDirector.playableAsset,
+                    Is.SameAs(motionTimeline));
+                Assert.That(
+                    motionTimeline.GetOutputTracks(),
+                    Does.Contain(authoredCameraTrack));
+                Assert.That(
+                    motionTimeline.GetOutputTracks(),
+                    Does.Contain(motionTrack));
+                Assert.That(
+                    motionDirector.GetGenericBinding(authoredCameraTrack),
+                    Is.SameAs(authoredBrain));
+                Assert.That(
+                    motionDirector.GetGenericBinding(motionTrack),
+                    Is.SameAs(motionAnimator));
+                Assert.That(
+                    motionDirector.playableAsset,
+                    Is.SameAs(motionTimeline));
+                Assert.That(
+                    EditorUtility.IsDirty(motionTimeline),
+                    Is.EqualTo(motionTimelineWasDirty));
+
+                AICameraTimelinePreviewImporter.RestoreAuthoredCinemachineState(
+                    suppressionState);
+
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(authoredCameraTrack),
+                    Is.SameAs(authoredBrain));
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(motionTrack),
+                    Is.SameAs(previewMotionAnimator));
+                Assert.That(previewAuthoredVirtualCamera.enabled, Is.True);
+                Assert.That(authoredVirtualCamera.enabled, Is.True);
+            }
+            finally
+            {
+                Object.DestroyImmediate(previewObject);
+                Object.DestroyImmediate(sourceObject);
+                Object.DestroyImmediate(cameraObject);
+                Object.DestroyImmediate(motionTimeline);
+                Object.DestroyImmediate(sourceTimeline);
+            }
+        }
+
+        [Test]
+        public void PreviewCloneKeepsParentGeneratedCinemachineBinding()
+        {
+            var sourceObject = new GameObject("Source Director");
+            var motionObject = new GameObject("Motion Director");
+            var generatedCameraObject = new GameObject("Generated Camera");
+            var authoredCameraObject = new GameObject("Authored Camera");
+            motionObject.transform.SetParent(sourceObject.transform, false);
+            TimelineAsset sourceTimeline = null;
+            TimelineAsset motionTimeline = null;
+            GameObject previewObject = null;
+            try
+            {
+                var sourceDirector =
+                    sourceObject.AddComponent<PlayableDirector>();
+                sourceDirector.playOnAwake = false;
+                var motionDirector =
+                    motionObject.AddComponent<PlayableDirector>();
+                motionDirector.playOnAwake = false;
+                generatedCameraObject.AddComponent<Camera>();
+                var generatedBrain =
+                    generatedCameraObject.AddComponent<CinemachineBrain>();
+                authoredCameraObject.AddComponent<Camera>();
+                var authoredBrain =
+                    authoredCameraObject.AddComponent<CinemachineBrain>();
+                sourceTimeline = CreateTimelineBoundToBrain(
+                    sourceDirector,
+                    generatedBrain,
+                    AICameraTimelinePreviewImporter.GeneratedCinemachineTrackName);
+                motionTimeline = CreateTimelineBoundToBrain(
+                    motionDirector,
+                    authoredBrain,
+                    "Authored Camera Track");
+                var generatedTrack = sourceTimeline.GetOutputTracks()
+                    .OfType<CinemachineTrack>()
+                    .Single();
+                var authoredTrack = motionTimeline.GetOutputTracks()
+                    .OfType<CinemachineTrack>()
+                    .Single();
+
+                previewObject = Object.Instantiate(sourceObject);
+                var previewDirector =
+                    previewObject.GetComponent<PlayableDirector>();
+                var previewMotionDirector = previewObject.transform
+                    .Find(motionObject.name)
+                    .GetComponent<PlayableDirector>();
+
+                AICameraTimelinePreviewImporter
+                    .SuppressAuthoredCinemachineOutputsForEditor(
+                        previewDirector);
+
+                Assert.That(
+                    previewDirector.GetGenericBinding(generatedTrack),
+                    Is.SameAs(generatedBrain));
+                Assert.That(
+                    previewMotionDirector.GetGenericBinding(authoredTrack),
+                    Is.Null);
+                Assert.That(
+                    sourceDirector.GetGenericBinding(generatedTrack),
+                    Is.SameAs(generatedBrain));
+                Assert.That(
+                    motionDirector.GetGenericBinding(authoredTrack),
+                    Is.SameAs(authoredBrain));
+            }
+            finally
+            {
+                Object.DestroyImmediate(previewObject);
+                Object.DestroyImmediate(sourceObject);
+                Object.DestroyImmediate(generatedCameraObject);
+                Object.DestroyImmediate(authoredCameraObject);
+                Object.DestroyImmediate(motionTimeline);
+                Object.DestroyImmediate(sourceTimeline);
+            }
+        }
+
+        [Test]
+        public void FinalSuppressionDoesNotCreatePartialUndoEntry()
+        {
+            var destinationObject = new GameObject("Destination Director");
+            var motionObject = new GameObject("Motion Director");
+            var authoredVirtualCameraObject =
+                new GameObject("Authored Virtual Camera");
+            var outputCameraObject = new GameObject("Output Camera");
+            var undoSentinelObject = new GameObject("Undo Sentinel");
+            motionObject.transform.SetParent(destinationObject.transform, false);
+            authoredVirtualCameraObject.transform.SetParent(
+                motionObject.transform,
+                false);
+            var destinationTimeline =
+                ScriptableObject.CreateInstance<TimelineAsset>();
+            TimelineAsset motionTimeline = null;
+            try
+            {
+                var destinationDirector =
+                    destinationObject.AddComponent<PlayableDirector>();
+                destinationDirector.playableAsset = destinationTimeline;
+                var motionDirector =
+                    motionObject.AddComponent<PlayableDirector>();
+                var authoredVirtualCamera = authoredVirtualCameraObject
+                    .AddComponent<CinemachineCamera>();
+                outputCameraObject.AddComponent<Camera>();
+                var brain = outputCameraObject.AddComponent<CinemachineBrain>();
+                motionTimeline = CreateTimelineBoundToBrain(
+                    motionDirector,
+                    brain,
+                    "Authored Camera Track");
+                var cameraTrack = motionTimeline.GetOutputTracks()
+                    .OfType<CinemachineTrack>()
+                    .Single();
+
+                Undo.ClearAll();
+                Undo.IncrementCurrentGroup();
+                var sentinelGroup = Undo.GetCurrentGroup();
+                Undo.RegisterCompleteObjectUndo(
+                    undoSentinelObject.transform,
+                    "Final Suppression Undo Sentinel");
+                undoSentinelObject.transform.position = Vector3.one;
+                Undo.CollapseUndoOperations(sentinelGroup);
+                Undo.FlushUndoRecordObjects();
+                Undo.IncrementCurrentGroup();
+
+                AICameraTimelinePreviewImporter
+                    .SuppressAuthoredCinemachineOutputsForEditor(
+                        destinationDirector,
+                        false);
+                Undo.FlushUndoRecordObjects();
+
+                Assert.That(
+                    motionDirector.GetGenericBinding(cameraTrack),
+                    Is.Null);
+                Assert.That(authoredVirtualCamera.enabled, Is.False);
+
+                Undo.PerformUndo();
+
+                Assert.That(undoSentinelObject.transform.position, Is.EqualTo(Vector3.zero));
+                Assert.That(
+                    motionDirector.GetGenericBinding(cameraTrack),
+                    Is.Null);
+                Assert.That(authoredVirtualCamera.enabled, Is.False);
+            }
+            finally
+            {
+                Undo.ClearAll();
+                Object.DestroyImmediate(destinationObject);
+                Object.DestroyImmediate(outputCameraObject);
+                Object.DestroyImmediate(undoSentinelObject);
+                Object.DestroyImmediate(motionTimeline);
+                Object.DestroyImmediate(destinationTimeline);
+            }
+        }
+
+        [Test]
+        public void SuppressionRebuildsPlayingDirectorAndReleasesBrainOverride()
+        {
+            var sourceObject = new GameObject("Source Director");
+            var motionObject = new GameObject("Motion Director");
+            var authoredCameraObject = new GameObject("Authored Virtual Camera");
+            var outputCameraObject = new GameObject("Output Camera");
+            motionObject.transform.SetParent(sourceObject.transform, false);
+            authoredCameraObject.transform.SetParent(
+                motionObject.transform,
+                false);
+            var sourceTimeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            var motionTimeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            PlayableDirector motionDirector = null;
+            try
+            {
+                var sourceDirector =
+                    sourceObject.AddComponent<PlayableDirector>();
+                sourceDirector.playOnAwake = false;
+                sourceDirector.playableAsset = sourceTimeline;
+                motionDirector = motionObject.AddComponent<PlayableDirector>();
+                motionDirector.playOnAwake = false;
+                motionDirector.timeUpdateMode = DirectorUpdateMode.Manual;
+                motionDirector.playableAsset = motionTimeline;
+                var authoredCamera =
+                    authoredCameraObject.AddComponent<CinemachineCamera>();
+                outputCameraObject.AddComponent<Camera>();
+                var brain = outputCameraObject.AddComponent<CinemachineBrain>();
+                brain.UpdateMethod = CinemachineBrain.UpdateMethods.ManualUpdate;
+
+                var track = motionTimeline.CreateTrack<CinemachineTrack>(
+                    null,
+                    "Authored Camera Track");
+                var clip = track.CreateDefaultClip();
+                clip.start = 0d;
+                clip.duration = 1d;
+                var shot = clip.asset as CinemachineShot;
+                Assert.That(shot, Is.Not.Null);
+                var exposedName = new PropertyName("AuthoredCameraForSuppressionTest");
+                shot.VirtualCamera.exposedName = exposedName;
+                shot.VirtualCamera.defaultValue = authoredCamera;
+                motionDirector.SetReferenceValue(exposedName, authoredCamera);
+                motionDirector.SetGenericBinding(track, brain);
+
+                motionDirector.Play();
+                motionDirector.time = 0.25d;
+                motionDirector.Evaluate();
+                brain.ManualUpdate(100, 1f / 60f);
+
+                Assert.That(motionDirector.playableGraph.IsValid(), Is.True);
+                Assert.That(motionDirector.state, Is.EqualTo(PlayState.Playing));
+                Assert.That(brain.ActiveVirtualCamera, Is.SameAs(authoredCamera));
+                var suppressionState = AICameraTimelinePreviewImporter
+                    .CaptureAuthoredCinemachineState(sourceDirector);
+
+                AICameraTimelinePreviewImporter
+                    .SuppressAuthoredCinemachineOutputsForEditor(sourceDirector);
+                brain.ManualUpdate(101, 1f / 60f);
+
+                Assert.That(motionDirector.state, Is.EqualTo(PlayState.Playing));
+                Assert.That(motionDirector.time, Is.EqualTo(0.25d).Within(0.000001d));
+                Assert.That(motionDirector.GetGenericBinding(track), Is.Null);
+                Assert.That(authoredCamera.enabled, Is.False);
+                Assert.That(brain.ActiveVirtualCamera, Is.Not.SameAs(authoredCamera));
+
+                AICameraTimelinePreviewImporter.RestoreAuthoredCinemachineState(
+                    suppressionState);
+                brain.ManualUpdate(102, 1f / 60f);
+
+                Assert.That(motionDirector.state, Is.EqualTo(PlayState.Playing));
+                Assert.That(motionDirector.time, Is.EqualTo(0.25d).Within(0.000001d));
+                Assert.That(
+                    motionDirector.GetGenericBinding(track),
+                    Is.SameAs(brain));
+                Assert.That(authoredCamera.enabled, Is.True);
+                Assert.That(brain.ActiveVirtualCamera, Is.SameAs(authoredCamera));
+            }
+            finally
+            {
+                if (motionDirector != null)
+                {
+                    motionDirector.Stop();
+                }
+
+                Object.DestroyImmediate(sourceObject);
+                Object.DestroyImmediate(outputCameraObject);
+                Object.DestroyImmediate(motionTimeline);
+                Object.DestroyImmediate(sourceTimeline);
+            }
+        }
+
         [TestCase(false)]
         [TestCase(true)]
         public void GeneratedDirectorySupportsLegacyAndDeclaredHashes(
@@ -778,6 +1632,18 @@ namespace Streamingle.Editor.Tests
             }
         }
 
+        private static TimelineAsset CreateTimelineBoundToBrain(
+            PlayableDirector director,
+            CinemachineBrain brain,
+            string trackName)
+        {
+            var timeline = ScriptableObject.CreateInstance<TimelineAsset>();
+            var track = timeline.CreateTrack<CinemachineTrack>(null, trackName);
+            director.playableAsset = timeline;
+            director.SetGenericBinding(track, brain);
+            return timeline;
+        }
+
         private static string CreateGeneratedDirectory(bool includeHashes)
         {
             var directory = Path.Combine(

CameraAI~/Tests/Editor/TimelineCameraDatasetExporterTests.cs

@@ -12,6 +12,74 @@ namespace Streamingle.Editor
 {
     public sealed class TimelineCameraDatasetExporterTests
     {
+        [Test]
+        public void SceneCameraSourceFingerprintNormalizesDependencyOrder()
+        {
+            var reordered = TimelineCameraDatasetExporter
+                .ComposeSceneCameraSourceFingerprint(
+                    "semantic-fingerprint",
+                    new[]
+                    {
+                        "Assets\\Source\\B.anim|hash-b",
+                        "Assets/Source/A.anim|hash-a",
+                        "Assets/Source/B.anim|hash-b"
+                    });
+            var canonical = TimelineCameraDatasetExporter
+                .ComposeSceneCameraSourceFingerprint(
+                    "semantic-fingerprint",
+                    new[]
+                    {
+                        "Assets/Source/A.anim|hash-a",
+                        "Assets/Source/B.anim|hash-b"
+                    });
+
+            Assert.That(reordered, Is.EqualTo(canonical));
+            Assert.That(reordered, Has.Length.EqualTo(64));
+        }
+
+        [Test]
+        public void SceneCameraSourceFingerprintMatchingSupportsLegacyAndFailsClosed()
+        {
+            Assert.That(
+                TimelineCameraDatasetExporter
+                    .TryMatchSceneCameraSourceFingerprint(
+                        TimelineCameraDatasetExporter
+                            .LegacySourceFingerprintSchema,
+                        "legacy-fingerprint",
+                        "strong-fingerprint",
+                        "legacy-fingerprint",
+                        out var legacyAccepted,
+                        out var legacyError),
+                Is.True,
+                legacyError);
+            Assert.That(legacyAccepted, Is.True);
+
+            Assert.That(
+                TimelineCameraDatasetExporter
+                    .TryMatchSceneCameraSourceFingerprint(
+                        TimelineCameraDatasetExporter.SourceFingerprintSchema,
+                        "strong-fingerprint",
+                        "strong-fingerprint",
+                        "legacy-fingerprint",
+                        out legacyAccepted,
+                        out var strongError),
+                Is.True,
+                strongError);
+            Assert.That(legacyAccepted, Is.False);
+
+            Assert.That(
+                TimelineCameraDatasetExporter
+                    .TryMatchSceneCameraSourceFingerprint(
+                        TimelineCameraDatasetExporter.SourceFingerprintSchema,
+                        "changed-fingerprint",
+                        "strong-fingerprint",
+                        "legacy-fingerprint",
+                        out _,
+                        out var mismatchError),
+                Is.False);
+            StringAssert.Contains("does not match", mismatchError);
+        }
+
         [Test]
         public void GenerationInputExportDoesNotRequireAnAuthoredCamera()
         {

CameraAI~/Tools~/CWCameraWorker/_internal/attrs-23.2.0.dist-info/METADATA

@@ -1,202 +0,0 @@
-Metadata-Version: 2.1
-Name: attrs
-Version: 23.2.0
-Summary: Classes Without Boilerplate
-Project-URL: Documentation, https://www.attrs.org/
-Project-URL: Changelog, https://www.attrs.org/en/stable/changelog.html
-Project-URL: GitHub, https://github.com/python-attrs/attrs
-Project-URL: Funding, https://github.com/sponsors/hynek
-Project-URL: Tidelift, https://tidelift.com/subscription/pkg/pypi-attrs?utm_source=pypi-attrs&utm_medium=pypi
-Author-email: Hynek Schlawack <hs@ox.cx>
-License-Expression: MIT
-License-File: LICENSE
-Keywords: attribute,boilerplate,class
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Typing :: Typed
-Requires-Python: >=3.7
-Requires-Dist: importlib-metadata; python_version < '3.8'
-Provides-Extra: cov
-Requires-Dist: attrs[tests]; extra == 'cov'
-Requires-Dist: coverage[toml]>=5.3; extra == 'cov'
-Provides-Extra: dev
-Requires-Dist: attrs[tests]; extra == 'dev'
-Requires-Dist: pre-commit; extra == 'dev'
-Provides-Extra: docs
-Requires-Dist: furo; extra == 'docs'
-Requires-Dist: myst-parser; extra == 'docs'
-Requires-Dist: sphinx; extra == 'docs'
-Requires-Dist: sphinx-notfound-page; extra == 'docs'
-Requires-Dist: sphinxcontrib-towncrier; extra == 'docs'
-Requires-Dist: towncrier; extra == 'docs'
-Requires-Dist: zope-interface; extra == 'docs'
-Provides-Extra: tests
-Requires-Dist: attrs[tests-no-zope]; extra == 'tests'
-Requires-Dist: zope-interface; extra == 'tests'
-Provides-Extra: tests-mypy
-Requires-Dist: mypy>=1.6; (platform_python_implementation == 'CPython' and python_version >= '3.8') and extra == 'tests-mypy'
-Requires-Dist: pytest-mypy-plugins; (platform_python_implementation == 'CPython' and python_version >= '3.8') and extra == 'tests-mypy'
-Provides-Extra: tests-no-zope
-Requires-Dist: attrs[tests-mypy]; extra == 'tests-no-zope'
-Requires-Dist: cloudpickle; (platform_python_implementation == 'CPython') and extra == 'tests-no-zope'
-Requires-Dist: hypothesis; extra == 'tests-no-zope'
-Requires-Dist: pympler; extra == 'tests-no-zope'
-Requires-Dist: pytest-xdist[psutil]; extra == 'tests-no-zope'
-Requires-Dist: pytest>=4.3.0; extra == 'tests-no-zope'
-Description-Content-Type: text/markdown
-
-<p align="center">
-  <a href="https://www.attrs.org/">
-    <img src="https://raw.githubusercontent.com/python-attrs/attrs/main/docs/_static/attrs_logo.svg" width="35%" alt="attrs" />
-  </a>
-</p>
-
-
-*attrs* is the Python package that will bring back the **joy** of **writing classes** by relieving you from the drudgery of implementing object protocols (aka [dunder methods](https://www.attrs.org/en/latest/glossary.html#term-dunder-methods)).
-[Trusted by NASA](https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-profile/customizing-your-profile/personalizing-your-profile#list-of-qualifying-repositories-for-mars-2020-helicopter-contributor-achievement) for Mars missions since 2020!
-
-Its main goal is to help you to write **concise** and **correct** software without slowing down your code.
-
-
-## Sponsors
-
-*attrs* would not be possible without our [amazing sponsors](https://github.com/sponsors/hynek).
-Especially those generously supporting us at the *The Organization* tier and higher:
-
-<p align="center">
-   <a href="https://www.variomedia.de/"><img src="https://www.attrs.org/en/23.2.0/_static/sponsors/Variomedia.svg" width="200" height="60" /></a>
-   <a href="https://tidelift.com/subscription/pkg/pypi-attrs?utm_source=pypi-attrs&utm_medium=referral&utm_campaign=enterprise&utm_term=repo"><img src="https://www.attrs.org/en/23.2.0/_static/sponsors/Tidelift.svg" width="200" height="60" /></a>
-   <a href="https://filepreviews.io/"><img src="https://www.attrs.org/en/23.2.0/_static/sponsors/FilePreviews.svg" width="200" height="60"/></a>
-</p>
-
-<p align="center">
-   <strong>Please consider <a href="https://github.com/sponsors/hynek">joining them</a> to help make <em>attrs</em>’s maintenance more sustainable!</strong>
-</p>
-
-<!-- teaser-end -->
-
-## Example
-
-*attrs* gives you a class decorator and a way to declaratively define the attributes on that class:
-
-<!-- code-begin -->
-
-```pycon
->>> from attrs import asdict, define, make_class, Factory
-
->>> @define
-... class SomeClass:
-...     a_number: int = 42
-...     list_of_numbers: list[int] = Factory(list)
-...
-...     def hard_math(self, another_number):
-...         return self.a_number + sum(self.list_of_numbers) * another_number
-
-
->>> sc = SomeClass(1, [1, 2, 3])
->>> sc
-SomeClass(a_number=1, list_of_numbers=[1, 2, 3])
-
->>> sc.hard_math(3)
-19
->>> sc == SomeClass(1, [1, 2, 3])
-True
->>> sc != SomeClass(2, [3, 2, 1])
-True
-
->>> asdict(sc)
-{'a_number': 1, 'list_of_numbers': [1, 2, 3]}
-
->>> SomeClass()
-SomeClass(a_number=42, list_of_numbers=[])
-
->>> C = make_class("C", ["a", "b"])
->>> C("foo", "bar")
-C(a='foo', b='bar')
-```
-
-After *declaring* your attributes, *attrs* gives you:
-
-- a concise and explicit overview of the class's attributes,
-- a nice human-readable `__repr__`,
-- equality-checking methods,
-- an initializer,
-- and much more,
-
-*without* writing dull boilerplate code again and again and *without* runtime performance penalties.
-
-**Hate type annotations**!?
-No problem!
-Types are entirely **optional** with *attrs*.
-Simply assign `attrs.field()` to the attributes instead of annotating them with types.
-
----
-
-This example uses *attrs*'s modern APIs that have been introduced in version 20.1.0, and the *attrs* package import name that has been added in version 21.3.0.
-The classic APIs (`@attr.s`, `attr.ib`, plus their serious-business aliases) and the `attr` package import name will remain **indefinitely**.
-
-Please check out [*On The Core API Names*](https://www.attrs.org/en/latest/names.html) for a more in-depth explanation.
-
-
-## Data Classes
-
-On the tin, *attrs* might remind you of `dataclasses` (and indeed, `dataclasses` [are a descendant](https://hynek.me/articles/import-attrs/) of *attrs*).
-In practice it does a lot more and is more flexible.
-For instance it allows you to define [special handling of NumPy arrays for equality checks](https://www.attrs.org/en/stable/comparison.html#customization), allows more ways to [plug into the initialization process](https://www.attrs.org/en/stable/init.html#hooking-yourself-into-initialization), and allows for stepping through the generated methods using a debugger.
-
-For more details, please refer to our [comparison page](https://www.attrs.org/en/stable/why.html#data-classes).
-
-
-## Project Information
-
-- [**Changelog**](https://www.attrs.org/en/stable/changelog.html)
-- [**Documentation**](https://www.attrs.org/)
-- [**PyPI**](https://pypi.org/project/attrs/)
-- [**Source Code**](https://github.com/python-attrs/attrs)
-- [**Contributing**](https://github.com/python-attrs/attrs/blob/main/.github/CONTRIBUTING.md)
-- [**Third-party Extensions**](https://github.com/python-attrs/attrs/wiki/Extensions-to-attrs)
-- **Get Help**: please use the `python-attrs` tag on [StackOverflow](https://stackoverflow.com/questions/tagged/python-attrs)
-
-
-### *attrs* for Enterprise
-
-Available as part of the Tidelift Subscription.
-
-The maintainers of *attrs* and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source packages you use to build your applications.
-Save time, reduce risk, and improve code health, while paying the maintainers of the exact packages you use.
-[Learn more.](https://tidelift.com/subscription/pkg/pypi-attrs?utm_source=pypi-attrs&utm_medium=referral&utm_campaign=enterprise&utm_term=repo)
-
-## Release Information
-
-### Changes
-
-- The type annotation for `attrs.resolve_types()` is now correct.
-  [#1141](https://github.com/python-attrs/attrs/issues/1141)
-- Type stubs now use `typing.dataclass_transform` to decorate dataclass-like decorators, instead of the non-standard `__dataclass_transform__` special form, which is only supported by Pyright.
-  [#1158](https://github.com/python-attrs/attrs/issues/1158)
-- Fixed serialization of namedtuple fields using `attrs.asdict/astuple()` with `retain_collection_types=True`.
-  [#1165](https://github.com/python-attrs/attrs/issues/1165)
-- `attrs.AttrsInstance` is now a `typing.Protocol` in both type hints and code.
-  This allows you to subclass it along with another `Protocol`.
-  [#1172](https://github.com/python-attrs/attrs/issues/1172)
-- If *attrs* detects that `__attrs_pre_init__` accepts more than just `self`, it will call it with the same arguments as `__init__` was called.
-  This allows you to, for example, pass arguments to `super().__init__()`.
-  [#1187](https://github.com/python-attrs/attrs/issues/1187)
-- Slotted classes now transform `functools.cached_property` decorated methods to support equivalent semantics.
-  [#1200](https://github.com/python-attrs/attrs/issues/1200)
-- Added *class_body* argument to `attrs.make_class()` to provide additional attributes for newly created classes.
-  It is, for example, now possible to attach methods.
-  [#1203](https://github.com/python-attrs/attrs/issues/1203)
-
-
----
-
-[Full changelog](https://www.attrs.org/en/stable/changelog.html)

CameraAI~/Tools~/CWCameraWorker/_internal/attrs-23.2.0.dist-info/RECORD

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CameraAI~/Tools~/CWCameraWorker/_internal/attrs-23.2.0.dist-info/licenses/LICENSE

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-The MIT License (MIT)
-
-Copyright (c) 2015 Hynek Schlawack and the attrs contributors
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.

CameraAI~/Tools~/CWCameraWorker/_internal/click-8.3.3.dist-info/INSTALLER

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CameraAI~/Tools~/CWCameraWorker/_internal/click-8.3.3.dist-info/METADATA

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-Metadata-Version: 2.4
-Name: click
-Version: 8.3.3
-Summary: Composable command line interface toolkit
-Maintainer-email: Pallets <contact@palletsprojects.com>
-Requires-Python: >=3.10
-Description-Content-Type: text/markdown
-License-Expression: BSD-3-Clause
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Typing :: Typed
-License-File: LICENSE.txt
-Requires-Dist: colorama; platform_system == 'Windows'
-Project-URL: Changes, https://click.palletsprojects.com/page/changes/
-Project-URL: Chat, https://discord.gg/pallets
-Project-URL: Documentation, https://click.palletsprojects.com/
-Project-URL: Donate, https://palletsprojects.com/donate
-Project-URL: Source, https://github.com/pallets/click/
-
-<div align="center"><img src="https://raw.githubusercontent.com/pallets/click/refs/heads/stable/docs/_static/click-name.svg" alt="" height="150"></div>
-
-# Click
-
-Click is a Python package for creating beautiful command line interfaces
-in a composable way with as little code as necessary. It's the "Command
-Line Interface Creation Kit". It's highly configurable but comes with
-sensible defaults out of the box.
-
-It aims to make the process of writing command line tools quick and fun
-while also preventing any frustration caused by the inability to
-implement an intended CLI API.
-
-Click in three points:
-
--   Arbitrary nesting of commands
--   Automatic help page generation
--   Supports lazy loading of subcommands at runtime
-
-
-## A Simple Example
-
-```python
-import click
-
-@click.command()
-@click.option("--count", default=1, help="Number of greetings.")
-@click.option("--name", prompt="Your name", help="The person to greet.")
-def hello(count, name):
-    """Simple program that greets NAME for a total of COUNT times."""
-    for _ in range(count):
-        click.echo(f"Hello, {name}!")
-
-if __name__ == '__main__':
-    hello()
-```
-
-```
-$ python hello.py --count=3
-Your name: Click
-Hello, Click!
-Hello, Click!
-Hello, Click!
-```
-
-
-## Donate
-
-The Pallets organization develops and supports Click and other popular
-packages. In order to grow the community of contributors and users, and
-allow the maintainers to devote more time to the projects, [please
-donate today][].
-
-[please donate today]: https://palletsprojects.com/donate
-
-## Contributing
-
-See our [detailed contributing documentation][contrib] for many ways to
-contribute, including reporting issues, requesting features, asking or answering
-questions, and making PRs.
-
-[contrib]: https://palletsprojects.com/contributing/
-

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CameraAI~/Tools~/CWCameraWorker/_internal/click-8.3.3.dist-info/licenses/LICENSE.txt

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-Copyright 2014 Pallets
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are
-met:
-
-1.  Redistributions of source code must retain the above copyright
-    notice, this list of conditions and the following disclaimer.
-
-2.  Redistributions in binary form must reproduce the above copyright
-    notice, this list of conditions and the following disclaimer in the
-    documentation and/or other materials provided with the distribution.
-
-3.  Neither the name of the copyright holder nor the names of its
-    contributors may be used to endorse or promote products derived from
-    this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
-PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
-TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

CameraAI~/Tools~/CWCameraWorker/_internal/cryptography-46.0.3.dist-info/INSTALLER

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CameraAI~/Tools~/CWCameraWorker/_internal/cryptography-46.0.3.dist-info/METADATA

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-Name: cryptography
-Version: 46.0.3
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: Natural Language :: English
-Classifier: Operating System :: MacOS :: MacOS X
-Classifier: Operating System :: POSIX
-Classifier: Operating System :: POSIX :: BSD
-Classifier: Operating System :: POSIX :: Linux
-Classifier: Operating System :: Microsoft :: Windows
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3.13
-Classifier: Programming Language :: Python :: 3.14
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Programming Language :: Python :: Free Threading :: 3 - Stable
-Classifier: Topic :: Security :: Cryptography
-Requires-Dist: cffi>=1.14 ; python_full_version == '3.8.*' and platform_python_implementation != 'PyPy'
-Requires-Dist: cffi>=2.0.0 ; python_full_version >= '3.9' and platform_python_implementation != 'PyPy'
-Requires-Dist: typing-extensions>=4.13.2 ; python_full_version < '3.11'
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-Requires-Dist: readme-renderer>=30.0 ; extra == 'docstest'
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-Requires-Dist: mypy>=1.14 ; extra == 'pep8test'
-Requires-Dist: check-sdist ; extra == 'pep8test'
-Requires-Dist: click>=8.0.1 ; extra == 'pep8test'
-Provides-Extra: ssh
-Provides-Extra: nox
-Provides-Extra: test
-Provides-Extra: test-randomorder
-Provides-Extra: docs
-Provides-Extra: docstest
-Provides-Extra: sdist
-Provides-Extra: pep8test
-License-File: LICENSE
-License-File: LICENSE.APACHE
-License-File: LICENSE.BSD
-Summary: cryptography is a package which provides cryptographic recipes and primitives to Python developers.
-Author-email: The Python Cryptographic Authority and individual contributors <cryptography-dev@python.org>
-License-Expression: Apache-2.0 OR BSD-3-Clause
-Requires-Python: >=3.8, !=3.9.0, !=3.9.1
-Description-Content-Type: text/x-rst; charset=UTF-8
-Project-URL: homepage, https://github.com/pyca/cryptography
-Project-URL: documentation, https://cryptography.io/
-Project-URL: source, https://github.com/pyca/cryptography/
-Project-URL: issues, https://github.com/pyca/cryptography/issues
-Project-URL: changelog, https://cryptography.io/en/latest/changelog/
-
-pyca/cryptography
-=================
-
-.. image:: https://img.shields.io/pypi/v/cryptography.svg
-    :target: https://pypi.org/project/cryptography/
-    :alt: Latest Version
-
-.. image:: https://readthedocs.org/projects/cryptography/badge/?version=latest
-    :target: https://cryptography.io
-    :alt: Latest Docs
-
-.. image:: https://github.com/pyca/cryptography/actions/workflows/ci.yml/badge.svg
-    :target: https://github.com/pyca/cryptography/actions/workflows/ci.yml?query=branch%3Amain
-
-``cryptography`` is a package which provides cryptographic recipes and
-primitives to Python developers. Our goal is for it to be your "cryptographic
-standard library". It supports Python 3.8+ and PyPy3 7.3.11+.
-
-``cryptography`` includes both high level recipes and low level interfaces to
-common cryptographic algorithms such as symmetric ciphers, message digests, and
-key derivation functions. For example, to encrypt something with
-``cryptography``'s high level symmetric encryption recipe:
-
-.. code-block:: pycon
-
-    >>> from cryptography.fernet import Fernet
-    >>> # Put this somewhere safe!
-    >>> key = Fernet.generate_key()
-    >>> f = Fernet(key)
-    >>> token = f.encrypt(b"A really secret message. Not for prying eyes.")
-    >>> token
-    b'...'
-    >>> f.decrypt(token)
-    b'A really secret message. Not for prying eyes.'
-
-You can find more information in the `documentation`_.
-
-You can install ``cryptography`` with:
-
-.. code-block:: console
-
-    $ pip install cryptography
-
-For full details see `the installation documentation`_.
-
-Discussion
-~~~~~~~~~~
-
-If you run into bugs, you can file them in our `issue tracker`_.
-
-We maintain a `cryptography-dev`_ mailing list for development discussion.
-
-You can also join ``#pyca`` on ``irc.libera.chat`` to ask questions or get
-involved.
-
-Security
-~~~~~~~~
-
-Need to report a security issue? Please consult our `security reporting`_
-documentation.
-
-
-.. _`documentation`: https://cryptography.io/
-.. _`the installation documentation`: https://cryptography.io/en/latest/installation/
-.. _`issue tracker`: https://github.com/pyca/cryptography/issues
-.. _`cryptography-dev`: https://mail.python.org/mailman/listinfo/cryptography-dev
-.. _`security reporting`: https://cryptography.io/en/latest/security/
-

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CameraAI~/Tools~/CWCameraWorker/_internal/cryptography-46.0.3.dist-info/licenses/LICENSE

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-This software is made available under the terms of *either* of the licenses
-found in LICENSE.APACHE or LICENSE.BSD. Contributions to cryptography are made
-under the terms of *both* these licenses.

CameraAI~/Tools~/CWCameraWorker/_internal/cryptography-46.0.3.dist-info/licenses/LICENSE.APACHE

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CameraAI~/Tools~/CWCameraWorker/_internal/cryptography-46.0.3.dist-info/licenses/LICENSE.BSD

@@ -1,27 +0,0 @@
-Copyright (c) Individual contributors.
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are met:
-
-    1. Redistributions of source code must retain the above copyright notice,
-       this list of conditions and the following disclaimer.
-
-    2. Redistributions in binary form must reproduce the above copyright
-       notice, this list of conditions and the following disclaimer in the
-       documentation and/or other materials provided with the distribution.
-
-    3. Neither the name of PyCA Cryptography nor the names of its contributors
-       may be used to endorse or promote products derived from this software
-       without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
-ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
-WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
-DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
-ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
-(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
-LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
-ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
-(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_runtime/cw_camera_worker_build_identity.json

@@ -1,28 +1,30 @@
 {
   "schemaVersion": "cw-camera-worker-build-identity-v1",
-  "workerVersion": "0.1.2",
+  "workerVersion": "0.1.9",
-  "createdUtc": "2026-08-02T21:19:54.902869+00:00",
+  "createdUtc": "2026-08-15T16:31:20.228140+00:00",
-  "python": "3.10.11",
+  "python": "3.12.13",
   "sourceRootRelative": "cwai_sources/repository",
   "sourceSha256": {
     "MachineLearning/CameraDirector/adjacent_transition.py": "6c1b62c2996960af23d62e9c3acd3114600effda03273b006f7076c467c4bdfa",
-    "MachineLearning/CameraDirector/build_hybrid_preparation_cache.py": "164a3574d5fad05a627bf6d0c6169d42039043bf9a2cd62effbd978359e828f2",
+    "MachineLearning/CameraDirector/build_hybrid_preparation_cache.py": "427b3cd8fa6eb444517281ef2e21ebc5d751985f4ad271eee49617fda0fb7b33",
-    "MachineLearning/CameraDirector/camera_kinematics.py": "c7b85616ef44a0f28f11702459d67d78aad7cf26ed00c2548ecb78b06fc27025",
+    "MachineLearning/CameraDirector/camera_kinematics.py": "e94eefcb56c4ebdccbc57ae8d3650109b2c912e3642892ac13add9409db21a7f",
-    "MachineLearning/CameraDirector/camera_runtime_data.py": "f787b84257aef4a71905198ab2601673fbe639ca5c37e3a957de12116dceab34",
+    "MachineLearning/CameraDirector/camera_runtime_data.py": "8ef2e84a9d79b24c3f3232b1f18da49741988765044dffc6075f6e6dd5ff001d",
-    "MachineLearning/CameraDirector/cw_camera_runtime.py": "c2dff5cf41b8b487272d20e3847b556537f597b185a0f4b0d85ca577b4a51709",
+    "MachineLearning/CameraDirector/cw_camera_cli.py": "b523fdf6820b3b203dcdef80877a6ad9576fba41d7285c790c300e1813789012",
-    "MachineLearning/CameraDirector/data_driven_cut_planner.py": "b6d48d03f8725aa8327abe81afa483c43edc368e7dee9f9e7228e21982f71ad2",
+    "MachineLearning/CameraDirector/cw_camera_runtime.py": "83968ed0b952a6ecf4673d31070deea677fff712c0dcae21878d527d0e67b7d4",
-    "MachineLearning/CameraDirector/generate_hybrid.py": "4f3eeb278d9f516c1c4de30b312c2daf0fe33692d912cedd8a3240533e75d467",
+    "MachineLearning/CameraDirector/data_driven_cut_planner.py": "36cf86a80577278d2e966cb0ebf7c3110b5b1dda5abd1d8a6b0a76e31d10e32b",
+    "MachineLearning/CameraDirector/generate_hybrid.py": "af94ea04f1a05f9248086790293d88e7cb2b9d0123d6e126ab275c87b9022760",
     "MachineLearning/CameraDirector/hybrid_candidate_cache.py": "a0a5b6a8f612f18cb2875394f17ed89950e1e62e38c1226457d9e35848f6e380",
-    "MachineLearning/CameraDirector/hybrid_cut_reference.py": "1f136f5514fddf04b21dfb9220d9559a1fff8cd7c17388d81875edbd82a672ac",
+    "MachineLearning/CameraDirector/hybrid_cut_reference.py": "306e650dc193fd0d9c42fd52d3f14eef112d1a0da2a27c13b88256d42d8542aa",
-    "MachineLearning/CameraDirector/hybrid_preparation_cache.py": "1b0df53124109dee2d744777979a0553999cb276cb6f538a17ddce6516e3da8b",
+    "MachineLearning/CameraDirector/hybrid_preparation_cache.py": "e4d062a48cf39e01ea97951d103a37817c860e94f440f49f080c622b4969fb5a",
     "MachineLearning/CameraDirector/hybrid_single_shot_cache.py": "f540e603b0ccffb86ee003d441c3889c245a208db8fd8b2b966fdacfeea30950",
     "MachineLearning/CameraDirector/planner.py": "8575788c0ff1e984f8238354dcd6de2dab9f62afeb71fa4b77ebfc7c66400372",
     "MachineLearning/CameraDirector/shot_features.py": "fd912b00320ea53ca682c010de6ed1102edcd021ceb4822a5785033a500786fe",
-    "MachineLearning/CameraDirector/train.py": "4e0fcfd88ec2c241e66497f109420a4dc3cf958d835f78bef4279f58e6d9a8b1"
+    "MachineLearning/CameraDirector/train.py": "070d1c4159c56a2107ae0d383ab0b716b12c13186d45383e94b83d3ba6305d03",
+    "MachineLearning/CameraDirector/trajectory_quality.py": "3d2c0a1b6eff8d629dff4211aec38b46c8fd450220f72a31e91f015cd3cc8565"
   },
-  "preparationLogicIdentifier": "123407b6741f05418a4f3237790492d9b74e13b87090acff2b1a07cf9de2912f",
+  "preparationLogicIdentifier": "1cb808e207d54854267a1020a658812c79e9bad5a5296f78140228b3a15eeb3b",
-  "candidateLogicIdentifier": "77793481c02a9b4eda52d009a771444995bd59819717bb98aa46769ec61d4d88",
+  "candidateLogicIdentifier": "b3479b263b24f1419ee1221527878df73b6cf82addb5683753f6e26da632f640",
-  "generationCodeIdentifier": "95920673d29794c2a7e2866ff8aa3b57089d1cda4f4f0023ec555139efa97bb7",
+  "generationCodeIdentifier": "9d4c7b2d8192f5185ef6ee96378774ffd1365cdc9df0e4b7c7a934b199d4c66b",
   "generationCodeFiles": [
     "adjacent_transition.py",
     "camera_kinematics.py",
@@ -31,6 +33,7 @@
     "generate_hybrid.py",
     "hybrid_cut_reference.py",
     "planner.py",
-    "shot_features.py"
+    "shot_features.py",
+    "trajectory_quality.py"
   ]
 }

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/build_hybrid_preparation_cache.py

@@ -113,6 +113,16 @@ def run(args: argparse.Namespace) -> dict:
             target_record,
             args.library_split,
         )
+        training_mask_audit = (
+            generate_hybrid.audio_aligned_template_mask_audit(
+                training_records,
+                entries,
+            )
+        )
+        planner_mask_audit = generate_hybrid.audio_aligned_template_mask_audit(
+            planner_records,
+            entries,
+        )
         build_inputs = preparation_cache.build_inputs_for_records(
             repository_root,
             camera_director_root,
@@ -260,10 +270,9 @@ def run(args: argparse.Namespace) -> dict:
     summary = {
         "targetSongId": target_record.id,
         "targetDatasetId": target_record.dataset_id,
-        "targetEvaluationGroupId": (
+        "targetEvaluationGroupId": generate_hybrid.target_reference_evaluation_group(
-            target_entry["evaluationGroupId"]
+            entries,
-            if target_entry is not None
+            target_record,
-            else None
         ),
         "targetTrainingIndexMembership": target_entry is not None,
         "targetInputKind": (
@@ -289,6 +298,23 @@ def run(args: argparse.Namespace) -> dict:
         ),
         "buildTimingBeforePublish": timer.snapshot(),
     }
+    training_mask_audit = (
+        generate_hybrid.finalized_audio_aligned_template_mask_audit(
+            training_mask_audit,
+            templates,
+        )
+    )
+    planner_mask_audit = (
+        generate_hybrid.finalized_audio_aligned_template_mask_audit(
+            planner_mask_audit,
+            planner_templates,
+        )
+    )
+    if training_mask_audit is not None:
+        summary["audioAlignedFrameMasking"] = {
+            "trainingTemplates": training_mask_audit,
+            "shotPlanner": planner_mask_audit,
+        }
 
     with timer.stage("publish_and_verify"):
         bundle = preparation_cache.publish_cache_bundle(

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/camera_kinematics.py

@@ -19,7 +19,7 @@ import numpy as np
 
 
 TRANSLATION_KINEMATIC_POLICY_VERSION = (
-    "yamo-angle-aware-turn-v4-c2-continuity-guard"
+    "yamo-angle-aware-turn-v7-local-impulse-authored-dynamics-guard"
 )
 DEFAULT_REVERSAL_ANGLE_DEGREES = 40.0
 DEFAULT_STOP_SPEED_RATIO = 0.12
@@ -38,12 +38,45 @@ DEFAULT_SPEED_RATIO_TOLERANCE = 0.025
 DEFAULT_ANGLE_COMPARISON_TOLERANCE_DEGREES = 1e-3
 DEFAULT_MINIMUM_ORBIT_ANGULAR_SPEED_RADIANS_PER_SECOND = math.radians(2.0)
 DEFAULT_MAXIMUM_ENDPOINT_ADJUSTMENT_METERS = 0.75
-DEFAULT_MAXIMUM_ACCELERATION_REGRESSION_RATIO = 1.25
+# A regularizer is a repair pass, not another motion authoring stage.  The old
-DEFAULT_MAXIMUM_ACCELERATION_REGRESSION_DELTA_MPS2 = 8.0
+# 25 m/s2 and 350 m/s3 absolute floors let a quiet authored curve become several
-DEFAULT_ACCELERATION_GUARD_FLOOR_MPS2 = 25.0
+# times rougher while still reporting a successful repair (the reviewed
-DEFAULT_MAXIMUM_JERK_REGRESSION_RATIO = 1.35
+# Shot_066 class rose from roughly 255 to 548 m/s3).  Keep only small numerical
-DEFAULT_MAXIMUM_JERK_REGRESSION_DELTA_MPS3 = 350.0
+# headroom: a rewrite may trade at most five percent of either peak, and the
-DEFAULT_JERK_GUARD_FLOOR_MPS3 = 350.0
+# absolute allowance is deliberately tiny for already-quiet paths.
+DEFAULT_MAXIMUM_ACCELERATION_REGRESSION_RATIO = 1.05
+DEFAULT_MAXIMUM_ACCELERATION_REGRESSION_DELTA_MPS2 = 1.0
+DEFAULT_ACCELERATION_GUARD_FLOOR_MPS2 = 0.5
+DEFAULT_MAXIMUM_JERK_REGRESSION_RATIO = 1.05
+DEFAULT_MAXIMUM_JERK_REGRESSION_DELTA_MPS3 = 15.0
+DEFAULT_JERK_GUARD_FLOOR_MPS3 = 10.0
+# A second, deliberately narrow gate catches a concentrated turn that evades
+# the 40-degree rule yet still carries an edit-visible sideways impulse.  The
+# thresholds were calibrated against 2,479 authored turn events: the combined
+# gate adds only 10 events (0.4%) beyond the existing abrupt-turn policy while
+# covering the reviewed Shot_066 profile (high stop ratio plus ~22 m/s^2 and
+# ~200 m/s^3 local lateral dynamics).  The zero-net-direction extension was
+# separately scanned across 3,054 authored shots: it admitted one cut-boundary
+# discontinuity, which the authored-dynamics guard correctly rejected.
+DEFAULT_IMPULSIVE_TURN_ANGLE_DEGREES = 15.0
+DEFAULT_IMPULSIVE_STOP_SPEED_RATIO = 0.78
+DEFAULT_IMPULSIVE_CORNER_CONCENTRATION = 0.40
+DEFAULT_IMPULSIVE_LATERAL_ACCELERATION_MPS2 = 22.0
+DEFAULT_IMPULSIVE_LATERAL_JERK_MPS3 = 200.0
+DEFAULT_IMPULSIVE_TARGET_SPEED_RATIO = 0.72
+DEFAULT_IMPULSIVE_REVERSAL_WINDOW_SECONDS = 0.55
+# A generated curve can satisfy the broad monotonic-speed definition of
+# ``natural_easing`` while its turn is still concentrated enough to read as a
+# lateral kick.  Keep this as a separate, narrower contradiction gate rather
+# than weakening the micro-turn thresholds above.  The reviewed Shot_066 is
+# 59.60 degrees / 0.812 stop ratio / 0.355 concentration / 22.69 m/s^2 /
+# 167.84 m/s^3.  A scan of 1,395 detected events across 2,006 authored shots
+# found only three grouped events satisfying every condition below (0.22%);
+# all three also carried substantially larger 645--958 m/s^3 lateral jerk.
+DEFAULT_NATURAL_IMPULSE_TARGET_EXCESS_RATIO = 0.08
+DEFAULT_NATURAL_IMPULSE_CORNER_CONCENTRATION = 0.35
+DEFAULT_NATURAL_IMPULSE_LATERAL_ACCELERATION_MPS2 = 22.0
+DEFAULT_NATURAL_IMPULSE_LATERAL_JERK_MPS3 = 160.0
 
 
 def turn_speed_ratio_limit(angle_degrees: float) -> float:
@@ -99,9 +132,16 @@ class TranslationReversal:
     target_speed_ratio: float
     corner_concentration: float
     natural_easing_detected: bool
+    impulsive: bool = False
+    lateral_acceleration_mps2: float = 0.0
+    lateral_jerk_mps3: float = 0.0
 
     @property
     def abrupt(self) -> bool:
+        if self.impulsive:
+            return self.stop_speed_ratio > (
+                self.target_speed_ratio + DEFAULT_SPEED_RATIO_TOLERANCE
+            )
         if self.natural_easing_detected and self.stop_speed_ratio <= (
             natural_turn_speed_ratio_limit(self.angle_degrees)
             + DEFAULT_SPEED_RATIO_TOLERANCE
@@ -184,16 +224,71 @@ def _group_reversal_candidates(
             group,
             key=lambda event: (event.stop_speed_ratio, event.frame),
         )
+        impulsive_events = [event for event in group if event.impulsive]
+        representative = (
+            max(
+                impulsive_events,
+                key=lambda event: (
+                    event.lateral_jerk_mps3,
+                    event.lateral_acceleration_mps2,
+                    -event.frame,
+                ),
+            )
+            if impulsive_events
+            else low_speed_event
+        )
         maximum_angle = max(event.angle_degrees for event in group)
+        maximum_concentration = max(
+            event.corner_concentration for event in group
+        )
+        maximum_lateral_acceleration = max(
+            event.lateral_acceleration_mps2 for event in group
+        )
+        maximum_lateral_jerk = max(
+            event.lateral_jerk_mps3 for event in group
+        )
+        maximum_angle_target = turn_speed_ratio_limit(maximum_angle)
+        # A detector group represents one physical corner, but its clearest
+        # slowdown, largest angle and largest lateral impulse commonly occur
+        # on neighbouring centers.  Evaluate this contradiction after
+        # grouping; requiring every signal on one center missed Shot_066 even
+        # though the aggregate event was an edit-visible kick.
+        natural_easing_impulse = bool(
+            low_speed_event.natural_easing_detected
+            and maximum_angle
+            >= DEFAULT_REVERSAL_ANGLE_DEGREES
+            - DEFAULT_ANGLE_COMPARISON_TOLERANCE_DEGREES
+            and low_speed_event.stop_speed_ratio
+            >= DEFAULT_IMPULSIVE_STOP_SPEED_RATIO
+            and low_speed_event.stop_speed_ratio - maximum_angle_target
+            >= DEFAULT_NATURAL_IMPULSE_TARGET_EXCESS_RATIO
+            and maximum_concentration
+            >= DEFAULT_NATURAL_IMPULSE_CORNER_CONCENTRATION
+            and maximum_lateral_acceleration
+            >= DEFAULT_NATURAL_IMPULSE_LATERAL_ACCELERATION_MPS2
+            and maximum_lateral_jerk
+            >= DEFAULT_NATURAL_IMPULSE_LATERAL_JERK_MPS3
+        )
+        impulsive = bool(impulsive_events) or natural_easing_impulse
         events.append(
             TranslationReversal(
-                frame=low_speed_event.frame,
+                frame=representative.frame,
                 angle_degrees=maximum_angle,
-                stop_speed_ratio=low_speed_event.stop_speed_ratio,
+                stop_speed_ratio=representative.stop_speed_ratio,
-                flank_speed_mps=low_speed_event.flank_speed_mps,
+                flank_speed_mps=representative.flank_speed_mps,
-                target_speed_ratio=turn_speed_ratio_limit(maximum_angle),
+                target_speed_ratio=(
-                corner_concentration=max(event.corner_concentration for event in group),
+                    min(
-                natural_easing_detected=(low_speed_event.natural_easing_detected),
+                        maximum_angle_target,
+                        DEFAULT_IMPULSIVE_TARGET_SPEED_RATIO,
+                    )
+                    if impulsive
+                    else maximum_angle_target
+                ),
+                corner_concentration=maximum_concentration,
+                natural_easing_detected=(representative.natural_easing_detected),
+                impulsive=impulsive,
+                lateral_acceleration_mps2=maximum_lateral_acceleration,
+                lateral_jerk_mps3=maximum_lateral_jerk,
             )
         )
     return events
@@ -364,9 +459,79 @@ def analyze_translational_reversals(
         )
         valid &= radius[centers] >= 0.1
 
+    # Keep the original, angle-aware policy result separate.  The impulsive
+    # gate below is a narrow fallback for turns that the established policy
+    # would otherwise preserve; it must not strengthen the slowdown already
+    # selected for an ordinary 40+ degree corner.
+    standard_valid = valid.copy()
+
     local_speed_windows = np.lib.stride_tricks.sliding_window_view(speed, 4)
     local_minimum_speeds = np.min(local_speed_windows[centers - 2], axis=1)
     ratios = local_minimum_speeds / np.maximum(flank_speeds, 1e-12)
+    lateral_acceleration_peaks = np.zeros(len(centers), dtype=np.float64)
+    lateral_jerk_peaks = np.zeros(len(centers), dtype=np.float64)
+    if family != "orbit":
+        acceleration = np.diff(velocity, axis=0) * sample_rate
+        jerk = np.diff(acceleration, axis=0) * sample_rate
+        for result_index, center in enumerate(centers):
+            incoming = before_vectors[result_index]
+            incoming_norm = float(np.linalg.norm(incoming))
+            if incoming_norm <= 1e-12:
+                continue
+            incoming_unit = incoming / incoming_norm
+            window_start = max(0, int(center) - persistence_frames)
+            acceleration_window = acceleration[
+                window_start : min(len(acceleration), int(center) + persistence_frames)
+            ]
+            jerk_window = jerk[
+                window_start : min(len(jerk), int(center) + persistence_frames)
+            ]
+            if len(acceleration_window):
+                lateral = acceleration_window - (
+                    acceleration_window @ incoming_unit
+                )[:, None] * incoming_unit
+                lateral_acceleration_peaks[result_index] = float(
+                    np.max(np.linalg.norm(lateral, axis=1))
+                )
+            if len(jerk_window):
+                lateral = jerk_window - (
+                    jerk_window @ incoming_unit
+                )[:, None] * incoming_unit
+                lateral_jerk_peaks[result_index] = float(
+                    np.max(np.linalg.norm(lateral, axis=1))
+                )
+        # A one- or two-frame sideways kick can return to the original travel
+        # direction, leaving the persistent flank angle close to zero.  Use the
+        # absolute adjacent-frame turn as a second angle witness.  The existing
+        # coherence, travel, concentration, acceleration and jerk gates keep a
+        # deliberate distributed dolly/truck/arc from being classified as an
+        # impulse; continuous orbit motion remains explicitly excluded.
+        impulsive_valid = (
+            (flank_speeds >= minimum_flank_speed_mps)
+            & (
+                np.maximum(angles, peak_corner_angles)
+                >= DEFAULT_IMPULSIVE_TURN_ANGLE_DEGREES
+                - DEFAULT_ANGLE_COMPARISON_TOLERANCE_DEGREES
+            )
+            & (before_coherence >= minimum_flank_direction_coherence)
+            & (after_coherence >= minimum_flank_direction_coherence)
+            & (
+                corner_concentration
+                >= max(
+                    minimum_corner_concentration,
+                    DEFAULT_IMPULSIVE_CORNER_CONCENTRATION,
+                )
+            )
+            & (np.minimum(before_travel, after_travel) >= minimum_flank_travel_meters)
+            & (ratios >= DEFAULT_IMPULSIVE_STOP_SPEED_RATIO)
+            & (
+                lateral_acceleration_peaks
+                >= DEFAULT_IMPULSIVE_LATERAL_ACCELERATION_MPS2
+            )
+            & (lateral_jerk_peaks >= DEFAULT_IMPULSIVE_LATERAL_JERK_MPS3)
+        )
+    else:
+        impulsive_valid = np.zeros(len(centers), dtype=bool)
     persistence_speed_windows = np.lib.stride_tricks.sliding_window_view(
         speed,
         persistence_frames,
@@ -393,6 +558,30 @@ def analyze_translational_reversals(
         & (after_monotonic_ratio >= 0.75)
         & (ratios <= natural_speed_limits + DEFAULT_SPEED_RATIO_TOLERANCE)
     )
+    standard_speed_limits = np.asarray(
+        [turn_speed_ratio_limit(float(angle)) for angle in angles],
+        dtype=np.float64,
+    )
+    standard_abrupt = standard_valid & ~(
+        natural_easing
+        & (ratios <= natural_speed_limits + DEFAULT_SPEED_RATIO_TOLERANCE)
+    ) & (ratios > standard_speed_limits + DEFAULT_SPEED_RATIO_TOLERANCE)
+    # Only upgrade events that evade the established abrupt-turn rule.  This
+    # keeps authored 40--180 degree slowdown curves on their calibrated policy
+    # while admitting the reviewed concentrated, high-jerk micro-turn class.
+    impulsive_valid &= ~standard_abrupt
+    if np.any(standard_abrupt):
+        # Adjacent detector centers represent one physical corner and are
+        # grouped later.  Clear the fallback throughout that grouping radius,
+        # otherwise a nearby 39.9-degree center could relabel an ordinary
+        # 40-degree event as impulsive and incorrectly strengthen its target.
+        standard_abrupt_centers = centers[standard_abrupt]
+        impulsive_valid &= ~np.any(
+            np.abs(centers[:, None] - standard_abrupt_centers[None, :])
+            <= persistence_frames,
+            axis=1,
+        )
+    valid |= impulsive_valid
     candidates = [
         TranslationReversal(
             frame=int(frame),
@@ -402,6 +591,9 @@ def analyze_translational_reversals(
             target_speed_ratio=turn_speed_ratio_limit(float(angle)),
             corner_concentration=float(concentration),
             natural_easing_detected=bool(is_naturally_eased),
+            impulsive=bool(is_impulsive),
+            lateral_acceleration_mps2=float(lateral_acceleration),
+            lateral_jerk_mps3=float(lateral_jerk),
         )
         for (
             frame,
@@ -410,6 +602,9 @@ def analyze_translational_reversals(
             flank_speed,
             concentration,
             is_naturally_eased,
+            is_impulsive,
+            lateral_acceleration,
+            lateral_jerk,
         ) in zip(
             centers[valid],
             angles[valid],
@@ -417,6 +612,9 @@ def analyze_translational_reversals(
             flank_speeds[valid],
             corner_concentration[valid],
             natural_easing[valid],
+            impulsive_valid[valid],
+            lateral_acceleration_peaks[valid],
+            lateral_jerk_peaks[valid],
         )
     ]
 
@@ -609,16 +807,49 @@ def _dynamics_regression_exceeds_guard(
     )
 
 
+def _local_translation_dynamics_metrics(
+    positions_meters: np.ndarray,
+    left: int,
+    right: int,
+    sample_rate: float,
+) -> dict[str, float]:
+    """Measure a rewrite window including every finite-difference seam.
+
+    A shot-wide maximum can hide a new local kick when some unrelated frame is
+    already rougher.  Three samples on either side cover the velocity,
+    acceleration and jerk stencils, so this local measurement makes the guard
+    sensitive to the exact neighbourhood changed by ``_ease_through_stop``.
+    """
+
+    positions = _validated_positions(positions_meters)
+    start = max(0, int(left) - 3)
+    stop = min(len(positions), int(right) + 4)
+    return translation_dynamics_metrics(positions[start:stop], sample_rate)
+
+
 def _event_metadata(events: list[TranslationReversal]) -> dict[str, object]:
     abrupt = [event for event in events if event.abrupt]
+    impulsive = [event for event in events if event.impulsive]
     return {
         "count": len(events),
         "abruptCount": len(abrupt),
         "frames": [event.frame for event in events],
         "abruptFrames": [event.frame for event in abrupt],
         "anglesDegrees": [event.angle_degrees for event in events],
+        "stopSpeedRatios": [event.stop_speed_ratio for event in events],
         "targetSpeedRatios": [event.target_speed_ratio for event in events],
         "cornerConcentrations": [event.corner_concentration for event in events],
+        "naturalEasingDetected": [
+            event.natural_easing_detected for event in events
+        ],
+        "impulsiveCount": len(impulsive),
+        "impulsiveFrames": [event.frame for event in impulsive],
+        "lateralAccelerationMetersPerSecondSquared": [
+            event.lateral_acceleration_mps2 for event in events
+        ],
+        "lateralJerkMetersPerSecondCubed": [
+            event.lateral_jerk_mps3 for event in events
+        ],
         "worstStopSpeedRatio": (
             float(max(event.stop_speed_ratio for event in events)) if events else 0.0
         ),
@@ -641,12 +872,15 @@ def regularize_translational_reversals(
     *,
     sample_rate: float = 60.0,
     reversal_window_seconds: float = DEFAULT_REVERSAL_WINDOW_SECONDS,
+    apply_policy: bool = True,
 ) -> tuple[np.ndarray, dict[str, object]]:
     """Apply angle-aware braking to abrupt turns and orbit reversals."""
 
     positions = _validated_positions(positions_meters)
     if not math.isfinite(reversal_window_seconds) or reversal_window_seconds <= 0.0:
         raise ValueError("reversal_window_seconds must be finite and positive.")
+    if not isinstance(apply_policy, bool):
+        raise ValueError("apply_policy must be a boolean.")
     family = motion_family(motion_type)
     before = analyze_translational_reversals(
         positions,
@@ -658,21 +892,44 @@ def regularize_translational_reversals(
     applied_frames: list[int] = []
     applied_angles: list[float] = []
     applied_target_speed_ratios: list[float] = []
+    applied_impulsive_frames: list[int] = []
+    applied_window_radii_frames: list[int] = []
+    attempted_regularized_frames: list[int] = []
+    dynamics_guard_rejected_frames: list[int] = []
+    adaptive_radius_frames: list[int] = []
+    dynamics_before = translation_dynamics_metrics(positions, sample_rate)
+    attempted_dynamics_after = dict(dynamics_before)
 
     pass_count = 0
-    pending_events = abrupt_before
+    pending_events = abrupt_before if apply_policy else []
     if family not in {"static", "unsupported"} and pending_events:
         requested_radius = max(
             6,
             int(round(reversal_window_seconds * sample_rate)),
         )
+        impulsive_requested_radius = max(
+            requested_radius,
+            int(
+                round(
+                    DEFAULT_IMPULSIVE_REVERSAL_WINDOW_SECONDS * sample_rate
+                )
+            ),
+        )
         # Only abrupt events detected on the untouched input are eligible.
         # Re-detecting and rewriting new window-boundary events caused a
         # three-pass cascade in real shots, multiplying acceleration and jerk
         # even though the final turn counter eventually reached zero.
         event_frames = [event.frame for event in pending_events]
         for event_index, event in enumerate(pending_events):
-            neighbor_limit = requested_radius
+            # The high-impulse fallback is intentionally rare, so give its
+            # braking envelope a slightly longer C2 runway instead of forcing
+            # a stronger speed change into the normal 0.35-second window.
+            preferred_radius = (
+                impulsive_requested_radius
+                if event.impulsive
+                else requested_radius
+            )
+            neighbor_limit = min(event.frame, len(output) - 1 - event.frame)
             if event_index > 0:
                 neighbor_limit = min(
                     neighbor_limit,
@@ -683,23 +940,106 @@ def regularize_translational_reversals(
                     neighbor_limit,
                     (event_frames[event_index + 1] - event.frame) // 2,
                 )
-            radius = min(
+            preferred_radius = min(preferred_radius, neighbor_limit)
-                neighbor_limit,
+            if preferred_radius < 4:
-                event.frame,
-                len(output) - 1 - event.frame,
-            )
-            if radius < 4:
                 continue
-            output = _ease_through_stop(
+
+            attempted_regularized_frames.append(event.frame)
+            # First retain the established window.  If its C2 rewrite is still
+            # locally rougher than the authored input, spend at most another
+            # quarter second on the runway before giving up.  This adaptive
+            # path fixes boundary-limited cases such as Shot_066 without
+            # weakening the dynamics contract or flattening every motion.
+            extension_step = max(2, int(round(0.05 * sample_rate)))
+            maximum_adaptive_radius = min(
+                neighbor_limit,
+                preferred_radius + max(4, int(round(0.25 * sample_rate))),
+            )
+            candidate_radii = list(
+                range(
+                    preferred_radius,
+                    maximum_adaptive_radius + 1,
+                    extension_step,
+                )
+            )
+            if candidate_radii[-1] != maximum_adaptive_radius:
+                candidate_radii.append(maximum_adaptive_radius)
+
+            # Keep the authored comparison region fixed while trying wider
+            # runways.  If this ROI grew with ``radius``, an unrelated rough
+            # frame newly entering (for example at r=27 after r=21 failed)
+            # could raise the baseline maximum and hide a fresh center kick.
+            fixed_local_before = _local_translation_dynamics_metrics(
+                output,
+                event.frame - preferred_radius,
+                event.frame + preferred_radius,
+                sample_rate,
+            )
+            accepted_output: np.ndarray | None = None
+            accepted_radius = preferred_radius
+            for radius in candidate_radii:
+                candidate = _ease_through_stop(
                     output,
                     event.frame,
                     radius,
                     target_speed_ratio=event.target_speed_ratio,
                     turn_angle_degrees=event.angle_degrees,
                 )
+                local_before = _local_translation_dynamics_metrics(
+                    output,
+                    event.frame - radius,
+                    event.frame + radius,
+                    sample_rate,
+                )
+                local_after = _local_translation_dynamics_metrics(
+                    candidate,
+                    event.frame - radius,
+                    event.frame + radius,
+                    sample_rate,
+                )
+                fixed_local_after = _local_translation_dynamics_metrics(
+                    candidate,
+                    event.frame - preferred_radius,
+                    event.frame + preferred_radius,
+                    sample_rate,
+                )
+                candidate_dynamics = translation_dynamics_metrics(
+                    candidate,
+                    sample_rate,
+                )
+                for key in attempted_dynamics_after:
+                    attempted_dynamics_after[key] = max(
+                        attempted_dynamics_after[key],
+                        candidate_dynamics[key],
+                    )
+                if _dynamics_regression_exceeds_guard(local_before, local_after):
+                    continue
+                if _dynamics_regression_exceeds_guard(
+                    fixed_local_before,
+                    fixed_local_after,
+                ):
+                    continue
+                if _dynamics_regression_exceeds_guard(
+                    dynamics_before,
+                    candidate_dynamics,
+                ):
+                    continue
+                accepted_output = candidate
+                accepted_radius = radius
+                break
+
+            if accepted_output is None:
+                dynamics_guard_rejected_frames.append(event.frame)
+                continue
+            output = accepted_output
+            if accepted_radius != preferred_radius:
+                adaptive_radius_frames.append(event.frame)
             applied_frames.append(event.frame)
             applied_angles.append(event.angle_degrees)
             applied_target_speed_ratios.append(event.target_speed_ratio)
+            applied_window_radii_frames.append(accepted_radius)
+            if event.impulsive:
+                applied_impulsive_frames.append(event.frame)
         pass_count = int(bool(applied_frames))
 
     endpoint_adjustment = output[-1] - positions[-1]
@@ -716,24 +1056,38 @@ def regularize_translational_reversals(
         # bounded spatially and remain eligible for the unresolved-turn penalty.
         output = positions + (output - positions) * correction_scale
 
-    dynamics_before = translation_dynamics_metrics(positions, sample_rate)
+    final_attempted_dynamics = translation_dynamics_metrics(output, sample_rate)
-    attempted_dynamics_after = translation_dynamics_metrics(output, sample_rate)
+    for key in attempted_dynamics_after:
-    attempted_regularized_frames = list(applied_frames)
+        attempted_dynamics_after[key] = max(
-    dynamics_guard_triggered = bool(applied_frames) and (
+            attempted_dynamics_after[key],
+            final_attempted_dynamics[key],
+        )
+    final_dynamics_guard_triggered = bool(applied_frames) and (
         _dynamics_regression_exceeds_guard(
             dynamics_before,
-            attempted_dynamics_after,
+            final_attempted_dynamics,
         )
     )
-    if dynamics_guard_triggered:
+    dynamics_guard_triggered = bool(
+        dynamics_guard_rejected_frames or final_dynamics_guard_triggered
+    )
+    if final_dynamics_guard_triggered:
         # A rejected rewrite remains an abrupt candidate and is therefore
         # demoted by the normal selection penalty. Keeping the untouched curve
         # is safer than publishing a numerically "resolved" turn with an
         # edit-visible acceleration or jerk seam.
+        dynamics_guard_rejected_frames.extend(
+            frame
+            for frame in applied_frames
+            if frame not in dynamics_guard_rejected_frames
+        )
         output = positions.copy()
         applied_frames.clear()
         applied_angles.clear()
         applied_target_speed_ratios.clear()
+        applied_impulsive_frames.clear()
+        applied_window_radii_frames.clear()
+        adaptive_radius_frames.clear()
         pass_count = 0
         endpoint_adjustment_clamped = False
 
@@ -753,6 +1107,7 @@ def regularize_translational_reversals(
         "translationKinematicPolicyVersion": (TRANSLATION_KINEMATIC_POLICY_VERSION),
         "translationKinematicMotionFamily": family,
         "translationKinematicPolicyEligible": family not in {"static", "unsupported"},
+        "translationKinematicPolicyApplicationEnabled": apply_policy,
         "translationKinematicPolicyApplied": bool(applied_frames),
         "translationKinematicDynamicsGuardTriggered": dynamics_guard_triggered,
         "translationKinematicAttemptedRegularizationCount": len(
@@ -761,20 +1116,82 @@ def regularize_translational_reversals(
         "translationKinematicAttemptedReversalFrames": (
             attempted_regularized_frames
         ),
+        "translationKinematicDynamicsGuardRejectedFrames": (
+            dynamics_guard_rejected_frames
+        ),
+        "translationKinematicAdaptiveRadiusFrames": adaptive_radius_frames,
         "translationDirectionReversalCountBefore": before_metadata["count"],
         "translationAbruptReversalCountBefore": before_metadata["abruptCount"],
         "translationDirectionReversalFramesBefore": before_metadata["frames"],
         "translationAbruptReversalFramesBefore": before_metadata["abruptFrames"],
+        "translationDirectionReversalAnglesDegreesBefore": before_metadata[
+            "anglesDegrees"
+        ],
+        "translationDirectionReversalStopSpeedRatiosBefore": before_metadata[
+            "stopSpeedRatios"
+        ],
+        "translationDirectionReversalTargetSpeedRatiosBefore": before_metadata[
+            "targetSpeedRatios"
+        ],
+        "translationDirectionReversalCornerConcentrationsBefore": before_metadata[
+            "cornerConcentrations"
+        ],
+        "translationDirectionReversalNaturalEasingDetectedBefore": before_metadata[
+            "naturalEasingDetected"
+        ],
+        "translationDirectionReversalLateralAccelerationMetersPerSecondSquaredBefore": (
+            before_metadata["lateralAccelerationMetersPerSecondSquared"]
+        ),
+        "translationDirectionReversalLateralJerkMetersPerSecondCubedBefore": (
+            before_metadata["lateralJerkMetersPerSecondCubed"]
+        ),
         "translationWorstStopSpeedRatioBefore": before_metadata["worstStopSpeedRatio"],
         "translationRegularizedReversalCount": len(applied_frames),
         "translationKinematicRegularizationPassCount": pass_count,
         "translationRegularizedReversalFrames": applied_frames,
         "translationRegularizedTurnAnglesDegrees": applied_angles,
         "translationRegularizedTargetSpeedRatios": (applied_target_speed_ratios),
+        "translationRegularizedWindowRadiiFrames": (
+            applied_window_radii_frames
+        ),
+        "translationImpulsiveTurnCountBefore": before_metadata[
+            "impulsiveCount"
+        ],
+        "translationImpulsiveTurnFramesBefore": before_metadata[
+            "impulsiveFrames"
+        ],
+        "translationImpulsiveTurnRegularizedFrames": applied_impulsive_frames,
+        "translationImpulsiveTurnCountAfter": after_metadata[
+            "impulsiveCount"
+        ],
+        "translationImpulsiveTurnFramesAfter": after_metadata[
+            "impulsiveFrames"
+        ],
         "translationDirectionReversalCountAfter": after_metadata["count"],
         "translationAbruptReversalCountAfter": after_metadata["abruptCount"],
         "translationDirectionReversalFramesAfter": after_metadata["frames"],
         "translationAbruptReversalFramesAfter": after_metadata["abruptFrames"],
+        "translationDirectionReversalAnglesDegreesAfter": after_metadata[
+            "anglesDegrees"
+        ],
+        "translationDirectionReversalStopSpeedRatiosAfter": after_metadata[
+            "stopSpeedRatios"
+        ],
+        "translationDirectionReversalTargetSpeedRatiosAfter": after_metadata[
+            "targetSpeedRatios"
+        ],
+        "translationDirectionReversalCornerConcentrationsAfter": after_metadata[
+            "cornerConcentrations"
+        ],
+        "translationDirectionReversalNaturalEasingDetectedAfter": after_metadata[
+            "naturalEasingDetected"
+        ],
+        "translationDirectionReversalLateralAccelerationMetersPerSecondSquaredAfter": (
+            after_metadata["lateralAccelerationMetersPerSecondSquared"]
+        ),
+        "translationDirectionReversalLateralJerkMetersPerSecondCubedAfter": (
+            after_metadata["lateralJerkMetersPerSecondCubed"]
+        ),
         "translationWorstStopSpeedRatioAfter": after_metadata["worstStopSpeedRatio"],
         "translationWorstTargetSpeedRatioExcessAfter": after_metadata[
             "worstTargetSpeedRatioExcess"
@@ -782,6 +1199,41 @@ def regularize_translational_reversals(
         "translationStopSpeedRatioLimit": DEFAULT_STOP_SPEED_RATIO,
         "translationReversalAngleMinimumDegrees": (DEFAULT_REVERSAL_ANGLE_DEGREES),
         "translationMinimumCornerConcentration": (DEFAULT_MINIMUM_CORNER_CONCENTRATION),
+        "translationImpulsiveTurnPolicy": {
+            "minimumAngleDegrees": DEFAULT_IMPULSIVE_TURN_ANGLE_DEGREES,
+            "minimumStopSpeedRatio": DEFAULT_IMPULSIVE_STOP_SPEED_RATIO,
+            "minimumCornerConcentration": (
+                DEFAULT_IMPULSIVE_CORNER_CONCENTRATION
+            ),
+            "minimumLateralAccelerationMetersPerSecondSquared": (
+                DEFAULT_IMPULSIVE_LATERAL_ACCELERATION_MPS2
+            ),
+            "minimumLateralJerkMetersPerSecondCubed": (
+                DEFAULT_IMPULSIVE_LATERAL_JERK_MPS3
+            ),
+            "maximumTargetSpeedRatio": DEFAULT_IMPULSIVE_TARGET_SPEED_RATIO,
+            "decelerationAndAccelerationWindowSeconds": (
+                DEFAULT_IMPULSIVE_REVERSAL_WINDOW_SECONDS
+            ),
+            "naturalEasingContradiction": {
+                "minimumOriginalTurnAngleDegrees": (
+                    DEFAULT_REVERSAL_ANGLE_DEGREES
+                ),
+                "minimumTargetSpeedRatioExcess": (
+                    DEFAULT_NATURAL_IMPULSE_TARGET_EXCESS_RATIO
+                ),
+                "minimumCornerConcentration": (
+                    DEFAULT_NATURAL_IMPULSE_CORNER_CONCENTRATION
+                ),
+                "minimumLateralAccelerationMetersPerSecondSquared": (
+                    DEFAULT_NATURAL_IMPULSE_LATERAL_ACCELERATION_MPS2
+                ),
+                "minimumLateralJerkMetersPerSecondCubed": (
+                    DEFAULT_NATURAL_IMPULSE_LATERAL_JERK_MPS3
+                ),
+            },
+            "continuousOrbitExcluded": True,
+        },
         "translationSpeedMetersPerSecondMaxBefore": dynamics_before[
             "speedMetersPerSecondMax"
         ],

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/camera_runtime_data.py

@@ -29,10 +29,14 @@ PIPELINE_VERSION = 1
 AUDIO_RATE = 24_000
 AUDIO_HOP = 400  # Exactly 60 audio feature frames per second.
 MEL_BANDS = 32
+REVISION_DATASET_PATTERN = re.compile(
+    r"^(?P<base>.+)_rev_(?P<fingerprint>[0-9a-f]{16})$"
+)
 GENERATION_INPUT_CACHE_IDENTITY_VERSION = "generation-input-content-v1"
 GENERATION_INPUT_CACHE_FORMAT = "cw-ai-generation-input-prepared"
 GENERATION_INPUT_CACHE_SCHEMA_VERSION = 1
 GENERATION_INPUT_PREPARATION_LOGIC_VERSION = "generation-input-preparation-v2"
+AUDIO_ALIGNED_FRAME_MASK_POLICY_VERSION = "audio-aligned-half-open-v1"
 GENERATION_INPUT_VOLATILE_MANIFEST_FIELDS = frozenset(
     {
         "audioAssetPath",
@@ -114,13 +118,25 @@ class SongRecord:
     def id(self) -> str:
         scene_path = str(self.manifest.get("scenePath", ""))
         folder_name = str(self.song["folderName"])
-        value = f"{scene_path}\0{self.name}\0{folder_name}".encode("utf-8")
+        value = f"{scene_path}\0{self.name}\0{folder_name}"
+        if self.is_revision:
+            value += f"\0revision:{self.dataset_id}"
+        value = value.encode("utf-8")
         return hashlib.sha256(value).hexdigest()[:16]
 
     @property
     def dataset_id(self) -> str:
         return self.dataset_dir.name
 
+    @property
+    def revision_of_dataset_id(self) -> str | None:
+        match = REVISION_DATASET_PATTERN.fullmatch(self.dataset_id)
+        return match.group("base") if match is not None else None
+
+    @property
+    def is_revision(self) -> bool:
+        return self.revision_of_dataset_id is not None
+
     @property
     def song_dir(self) -> Path:
         return self.dataset_dir / self.song["folderName"]
@@ -307,6 +323,97 @@ def select_record(
     )
 
 
+def normalize_audio_aligned_frame_mask_ranges(
+    value: Any,
+    frame_count: int,
+    *,
+    label: str = "audioAlignedFrameMaskRanges",
+) -> tuple[tuple[int, int], ...]:
+    """Validate canonical half-open frame ranges without mutating source data.
+
+    Ranges must be strictly ordered, non-overlapping, and non-adjacent.  Adjacent
+    ranges are rejected because their canonical representation is one merged
+    range.  An empty list is valid and deliberately admits no frames.
+    """
+
+    if isinstance(frame_count, bool) or not isinstance(frame_count, int):
+        raise ValueError(f"{label} frame count must be an integer.")
+    if frame_count < 0:
+        raise ValueError(f"{label} frame count must be non-negative.")
+    if not isinstance(value, list):
+        raise ValueError(f"{label} must be an array of [start, end) ranges.")
+
+    normalized: list[tuple[int, int]] = []
+    previous_end: int | None = None
+    for index, raw_range in enumerate(value):
+        range_label = f"{label}[{index}]"
+        if not isinstance(raw_range, list) or len(raw_range) != 2:
+            raise ValueError(f"{range_label} must be a two-item array.")
+        start, end = raw_range
+        if (
+            isinstance(start, bool)
+            or isinstance(end, bool)
+            or not isinstance(start, int)
+            or not isinstance(end, int)
+        ):
+            raise ValueError(f"{range_label} bounds must be integers.")
+        if not 0 <= start < end <= frame_count:
+            raise ValueError(
+                f"{range_label} must satisfy 0 <= start < end <= {frame_count}."
+            )
+        if previous_end is not None and start <= previous_end:
+            raise ValueError(
+                f"{range_label} overlaps, touches, or is out of order; "
+                "canonical ranges must be merged and strictly separated."
+            )
+        normalized.append((start, end))
+        previous_end = end
+    return tuple(normalized)
+
+
+def audio_aligned_frame_mask_range_index(
+    start: int,
+    end: int,
+    ranges: tuple[tuple[int, int], ...],
+) -> int | None:
+    """Return the single range containing ``[start, end)``, else ``None``.
+
+    A span crossing a range boundary or falling fully outside the mask is
+    intentionally indistinguishable to consumers: both must fail closed.
+    """
+
+    if (
+        isinstance(start, bool)
+        or isinstance(end, bool)
+        or not isinstance(start, int)
+        or not isinstance(end, int)
+        or start < 0
+        or end <= start
+    ):
+        raise ValueError("Frame spans must be non-empty half-open integer ranges.")
+    for index, (range_start, range_end) in enumerate(ranges):
+        if range_start <= start and end <= range_end:
+            return index
+    return None
+
+
+def audio_aligned_frame_mask_span_status(
+    start: int,
+    end: int,
+    ranges: tuple[tuple[int, int], ...],
+) -> tuple[str, int | None]:
+    """Classify a source span as contained, boundary-crossing, or outside."""
+
+    range_index = audio_aligned_frame_mask_range_index(start, end, ranges)
+    if range_index is not None:
+        return "contained", range_index
+    intersects = any(
+        start < range_end and end > range_start
+        for range_start, range_end in ranges
+    )
+    return ("boundary_crossing" if intersects else "outside"), None
+
+
 def filter_records_by_training_index(
     records: Iterable[SongRecord],
     index_path: Path,
@@ -348,6 +455,18 @@ def filter_records_by_training_index(
                 sort_keys=True,
             )
         )
+    ineligible_validation = sorted(
+        song_id
+        for song_id in validation_ids
+        if song_id in entries
+        and entries[song_id].get("usage", {}).get(purpose) is not True
+    )
+    if ineligible_validation:
+        raise ValueError(
+            f"Validation songs are not eligible for training purpose "
+            f"{purpose!r}: "
+            + ", ".join(ineligible_validation)
+        )
     validation_groups = {
         str(entries[song_id].get("evaluationGroupId", ""))
         for song_id in validation_ids
@@ -475,6 +594,9 @@ def quat_to_rotation_6d(q: np.ndarray) -> np.ndarray:
 def rotation_6d_to_quat(values: np.ndarray) -> np.ndarray:
     """Convert compact rotation columns to normalized XYZW quaternions."""
 
+    values = np.asarray(values, dtype=np.float32)
+    if values.ndim < 1 or values.shape[-1] != 6:
+        raise ValueError("Rotation 6D values must have a final dimension of six.")
     first = values[..., :3]
     second = values[..., 3:6]
     first = first / np.maximum(np.linalg.norm(first, axis=-1, keepdims=True), 1e-8)
@@ -490,8 +612,43 @@ def rotation_6d_to_quat(values: np.ndarray) -> np.ndarray:
     result[positive, 0] = (matrix[positive, 2, 1] - matrix[positive, 1, 2]) / root
     result[positive, 1] = (matrix[positive, 0, 2] - matrix[positive, 2, 0]) / root
     result[positive, 2] = (matrix[positive, 1, 0] - matrix[positive, 0, 1]) / root
-    fallback = ~positive
+    remaining = ~positive
-    result[fallback] = np.asarray((0.0, 0.0, 1.0, 0.0), dtype=np.float32)
+    for axis in range(3):
+        next_axis = (axis + 1) % 3
+        final_axis = (axis + 2) % 3
+        mask = remaining & (
+            matrix[..., axis, axis] >= matrix[..., next_axis, next_axis]
+        )
+        mask &= (
+            matrix[..., axis, axis] >= matrix[..., final_axis, final_axis]
+        )
+        if not np.any(mask):
+            continue
+        root = np.sqrt(
+            np.maximum(
+                1.0
+                + matrix[mask, axis, axis]
+                - matrix[mask, next_axis, next_axis]
+                - matrix[mask, final_axis, final_axis],
+                1e-8,
+            )
+        ) * 2.0
+        result[mask, axis] = 0.25 * root
+        result[mask, 3] = (
+            matrix[mask, final_axis, next_axis]
+            - matrix[mask, next_axis, final_axis]
+        ) / root
+        result[mask, next_axis] = (
+            matrix[mask, next_axis, axis]
+            + matrix[mask, axis, next_axis]
+        ) / root
+        result[mask, final_axis] = (
+            matrix[mask, final_axis, axis]
+            + matrix[mask, axis, final_axis]
+        ) / root
+        remaining &= ~mask
+    if np.any(remaining):
+        raise ValueError("Rotation 6D conversion left an unresolved matrix branch.")
     result /= np.maximum(np.linalg.norm(result, axis=-1, keepdims=True), 1e-8)
     return result
 

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/cw_camera_cli.py

@@ -29,7 +29,7 @@ from typing import Any, Callable, Iterable, TextIO
 import cw_camera_runtime
 
 
-WORKER_VERSION = "0.1.3"
+WORKER_VERSION = cw_camera_runtime.WORKER_VERSION
 EVENT_SCHEMA_VERSION = "cw-camera-worker-event-v1"
 PROTOCOL_VERSION = "1"
 EVENT_PREFIX = "CWAI_EVENT "
@@ -710,11 +710,12 @@ def dependency_checks() -> list[dict[str, Any]]:
 
 def doctor_payload(runtime_root: Path) -> dict[str, Any]:
     runtime_root = Path(runtime_root).resolve()
+    training_index_path = runtime_root / "reports" / "training_index.json"
     resources = (
         ("datasetRoot", runtime_root / "DatasetExports", "directory"),
         (
             "trainingIndex",
-            runtime_root / "reports" / "training_index.json",
+            training_index_path,
             "file",
         ),
         (
@@ -727,6 +728,32 @@ def doctor_payload(runtime_root: Path) -> dict[str, Any]:
     for name, path, kind in resources:
         ok = path.is_dir() if kind == "directory" else path.is_file()
         checks.append({"name": name, "ok": ok, "detail": str(path)})
+    if training_index_path.is_file():
+        try:
+            generator = importlib.import_module("generate_hybrid")
+            training_index = json.loads(
+                training_index_path.read_text(encoding="utf-8")
+            )
+            catalog_path = generator.validate_training_index_catalog_freshness(
+                training_index_path,
+                training_index,
+            )
+        except Exception as error:
+            checks.append(
+                {
+                    "name": "trainingIndexCatalogFreshness",
+                    "ok": False,
+                    "detail": f"{type(error).__name__}: {error}",
+                }
+            )
+        else:
+            checks.append(
+                {
+                    "name": "trainingIndexCatalogFreshness",
+                    "ok": True,
+                    "detail": str(catalog_path),
+                }
+            )
     if cw_camera_runtime.is_frozen_runtime():
         identity = cw_camera_runtime.load_build_identity()
         checks.append(

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/cw_camera_runtime.py

@@ -19,6 +19,7 @@ from typing import Any, Iterable
 
 BUILD_IDENTITY_SCHEMA_VERSION = "cw-camera-worker-build-identity-v1"
 BUILD_IDENTITY_FILE = "cw_camera_worker_build_identity.json"
+WORKER_VERSION = "0.1.9"
 
 
 def is_frozen_runtime() -> bool:

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/data_driven_cut_planner.py

@@ -508,6 +508,14 @@ class CutPlannerConfig:
     preferred_bonus: float = 2.4
     same_audio_bonus: float = 2.8
     history_beam_width: int = 4
+    # Authored timelines commonly hold their final camera through a long
+    # silent/idle export tail.  Do not manufacture a fallback cut merely to
+    # satisfy the normal maximum shot duration once every causal activity
+    # signal has been inactive for at least two seconds.  The threshold is
+    # intentionally near zero: this is an export-tail exception, not a way to
+    # lengthen quiet-but-active musical passages.
+    inactive_tail_minimum_frames: int = 120
+    inactive_tail_signal_threshold: float = 1e-6
 
     def __post_init__(self) -> None:
         integer_names = (
@@ -518,6 +526,7 @@ class CutPlannerConfig:
             "ultrashort_frames",
             "short_tail_frames",
             "history_beam_width",
+            "inactive_tail_minimum_frames",
         )
         for name in integer_names:
             value = getattr(self, name)
@@ -546,6 +555,7 @@ class CutPlannerConfig:
             "short_tail_cost",
             "preferred_bonus",
             "same_audio_bonus",
+            "inactive_tail_signal_threshold",
         ):
             value = float(getattr(self, name))
             if not math.isfinite(value) or value < 0.0:
@@ -760,6 +770,41 @@ def _robust_unit(values: np.ndarray) -> np.ndarray:
     return np.clip((values - low) / (high - low), 0.0, 1.0)
 
 
+def _inactive_tail_start(
+    signals: CutSignals,
+    config: CutPlannerConfig,
+) -> int | None:
+    """Return the first frame of a sufficiently long causal inactive suffix.
+
+    The suffix must contain no normalized onset, mel-novelty, performer-motion,
+    beat, or onset-peak evidence above a near-zero threshold.  Requiring an
+    earlier active frame prevents an entirely empty/new input from silently
+    disabling the normal maximum-shot contract.
+    """
+
+    activity = np.maximum.reduce(
+        (
+            _robust_unit(signals.onset_strength),
+            _robust_unit(signals.motion_strength),
+            _robust_unit(signals.mel_novelty),
+        )
+    )
+    if len(signals.beat_frames):
+        activity[np.asarray(signals.beat_frames, dtype=np.int64)] = 1.0
+    if len(signals.onset_peak_frames):
+        activity[np.asarray(signals.onset_peak_frames, dtype=np.int64)] = 1.0
+    active = np.flatnonzero(activity > config.inactive_tail_signal_threshold)
+    if not len(active):
+        return None
+    start = int(active[-1]) + 1
+    if (
+        start <= 0
+        or signals.frame_count - start < config.inactive_tail_minimum_frames
+    ):
+        return None
+    return start
+
+
 def _salient_peaks(
     values: np.ndarray,
     quantile: float,
@@ -1546,6 +1591,15 @@ def _solve_global_dag(
     music_prefix = np.concatenate(([0.0], np.cumsum(music)))
     motion_prefix = np.concatenate(([0.0], np.cumsum(motion)))
     beat_proximity = _proximity(frames, signals.beat_frames, 30)
+    inactive_tail_start = _inactive_tail_start(signals, config)
+    protected_tail_frames = frozenset(
+        int(frame)
+        for frame in (
+            *directives.locked_frames,
+            *directives.preferred_frames,
+            *same_audio.tolist(),
+        )
+    )
     q25 = _weighted_quantile(prior.duration_frames, prior.sample_weights, 0.25)
     q75 = _weighted_quantile(prior.duration_frames, prior.sample_weights, 0.75)
     density_scale = {
@@ -1591,6 +1645,29 @@ def _solve_global_dag(
         destination_indices = np.arange(
             start_index + 1, min(candidate_count, end_limit), dtype=np.int64
         )
+        endpoint_index = candidate_count - 1
+        endpoint_beyond_normal_limit = endpoint_index not in destination_indices
+        active_prefix_frames = (
+            max(0, inactive_tail_start - start_frame)
+            if inactive_tail_start is not None
+            else signals.frame_count
+        )
+        crosses_protected_tail_boundary = any(
+            start_frame < frame < signals.frame_count
+            for frame in protected_tail_frames
+        )
+        inactive_tail_extension_allowed = bool(
+            inactive_tail_start is not None
+            and endpoint_beyond_normal_limit
+            and (
+                start_frame <= inactive_tail_start
+                or start_frame in protected_tail_frames
+            )
+            and active_prefix_frames <= config.maximum_shot_frames
+            and not crosses_protected_tail_boundary
+        )
+        if inactive_tail_extension_allowed:
+            destination_indices = np.append(destination_indices, endpoint_index)
         if next_lock is not None:
             destination_indices = destination_indices[
                 frames[destination_indices] <= next_lock
@@ -1606,23 +1683,41 @@ def _solve_global_dag(
             continue
 
         end_frames = frames[destination_indices]
+        inactive_tail_extension_mask = (
+            (end_frames == signals.frame_count)
+            & (end_frames - start_frame > config.maximum_shot_frames)
+            & inactive_tail_extension_allowed
+        )
+        scoring_durations = durations.copy()
+        if np.any(inactive_tail_extension_mask):
+            scoring_durations[inactive_tail_extension_mask] = max(
+                config.minimum_shot_frames,
+                active_prefix_frames,
+            )
+        scoring_end_frames = end_frames.copy()
+        if np.any(inactive_tail_extension_mask):
+            scoring_end_frames[inactive_tail_extension_mask] = max(
+                start_frame + config.minimum_shot_frames,
+                int(inactive_tail_start),
+            )
         segment_intensities = (
-            intensity_prefix[end_frames] - intensity_prefix[start_frame]
+            intensity_prefix[scoring_end_frames] - intensity_prefix[start_frame]
-        ) / durations
+        ) / scoring_durations
         segment_music = (
-            music_prefix[end_frames] - music_prefix[start_frame]
+            music_prefix[scoring_end_frames] - music_prefix[start_frame]
-        ) / durations
+        ) / scoring_durations
         segment_motion = (
-            motion_prefix[end_frames] - motion_prefix[start_frame]
+            motion_prefix[scoring_end_frames] - motion_prefix[start_frame]
-        ) / durations
+        ) / scoring_durations
         target_durations = (
             q75 * (1.0 - segment_intensities) + q25 * segment_intensities
         ) * density_scale
         duration_costs = -config.duration_prior_weight * duration_log_score[
-            durations - 1
+            scoring_durations - 1
         ]
         density_costs = config.density_weight * np.square(
-            (durations - target_durations) / np.maximum(target_durations, 1.0)
+            (scoring_durations - target_durations)
+            / np.maximum(target_durations, 1.0)
         )
 
         for state in tuple(sorted(start_states, key=_beam_state_key)):
@@ -1720,6 +1815,15 @@ def _solve_global_dag(
                     "startFrame": start_frame,
                     "endFrame": end_frame,
                     "durationFrames": duration,
+                    "durationScoringFrames": int(scoring_durations[offset]),
+                    "inactiveTailContinuation": bool(
+                        inactive_tail_extension_mask[offset]
+                    ),
+                    "inactiveTailStartFrame": (
+                        int(inactive_tail_start)
+                        if inactive_tail_extension_mask[offset]
+                        else None
+                    ),
                     "candidateReward": candidate_reward,
                     "heuristicCandidateScore": (
                         0.0 if is_endpoint else float(heuristic[end_index])
@@ -1855,6 +1959,16 @@ def _solve_global_dag(
             "statesExpanded": states_expanded,
             "statesPruned": states_pruned,
         },
+        "inactiveTail": {
+            "detected": inactive_tail_start is not None,
+            "startFrame": inactive_tail_start,
+            "minimumFrames": config.inactive_tail_minimum_frames,
+            "signalThreshold": config.inactive_tail_signal_threshold,
+            "continuationSelected": any(
+                bool(edge.get("inactiveTailContinuation", False))
+                for edge in selected_edges
+            ),
+        },
         "selectedCuts": selected_cuts,
         "selectedEdges": selected_edges,
         "objectiveTotals": objective_totals,
@@ -1874,6 +1988,11 @@ def _solve_global_dag(
             else None
         ),
         "sameAudioBoundaryCount": len(same_audio),
+        "inactiveTailStartFrame": inactive_tail_start,
+        "inactiveTailContinuationSelected": any(
+            bool(edge.get("inactiveTailContinuation", False))
+            for edge in selected_edges
+        ),
         "durationPrior": _duration_prior_summary(prior),
         "plannerConfig": {
             name: getattr(config, name) for name in config.__dataclass_fields__

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/hybrid_cut_reference.py

@@ -31,6 +31,7 @@ import camera_runtime_data as train
 SAMPLE_RATE = 60
 _SHA256 = re.compile(r"^[0-9a-f]{64}$")
 _CHARACTER_ID = re.compile(r"@[0-9A-Za-z_-]+")
+_AUDIO_PATTERN_TICKS_PER_FRAME = 1_000_000
 
 
 @dataclass(frozen=True)
@@ -53,6 +54,9 @@ class CutReferenceCorpus:
     same_audio_patterns: tuple[SameAudioCutPattern, ...]
     eligible_record_count: int
     unique_audio_pattern_count: int
+    masked_record_count: int
+    retained_authored_shot_count: int
+    censored_authored_shot_count: int
 
     def as_metadata(self) -> dict[str, Any]:
         weights = np.asarray(self.duration_weights, dtype=np.float64)
@@ -83,6 +87,13 @@ class CutReferenceCorpus:
             "sameCharacterPatternCount": sum(
                 pattern.same_character for pattern in self.same_audio_patterns
             ),
+            "audioAlignedMaskedRecordCount": self.masked_record_count,
+            "audioAlignedRetainedAuthoredShotCount": (
+                self.retained_authored_shot_count
+            ),
+            "audioAlignedCensoredAuthoredShotCount": (
+                self.censored_authored_shot_count
+            ),
         }
 
     def weighted_duration_frame_samples(
@@ -129,9 +140,16 @@ def audio_fingerprint(record: train.SongRecord) -> str:
             raise ValueError(
                 f"Invalid audioFingerprint for cut reference {record.id}."
             )
-        return declared
     if record.audio_path.is_file():
-        return sha256_file(record.audio_path)
+        actual = sha256_file(record.audio_path)
+        if declared and actual != declared:
+            raise ValueError(
+                f"Declared audioFingerprint does not match the materialized "
+                f"audio for cut reference {record.id}."
+            )
+        return actual
+    if declared:
+        return declared
     # Portable RuntimeData omits raw audio; the catalog fingerprint is the
     # authoritative identity in that mode.
     prepared = record.song.get("preparedFile", "prepared_v1.npz")
@@ -142,6 +160,104 @@ def audio_fingerprint(record: train.SongRecord) -> str:
     raise FileNotFoundError(f"No audio or declared fingerprint for {record.id}.")
 
 
+def _verified_masked_audio_fingerprint(
+    record: train.SongRecord,
+    indexed_fingerprint: str,
+) -> str:
+    """Bind an explicit frame mask to the materialized source-audio bytes."""
+
+    audio_path = record.audio_path
+    if not audio_path.is_file():
+        raise ValueError(
+            f"Masked cut reference {record.id} audio file is missing: {audio_path}"
+        )
+    lfs_pointer_prefix = b"version https://git-lfs.github.com/spec/v1"
+    with audio_path.open("rb") as stream:
+        if stream.read(len(lfs_pointer_prefix)) == lfs_pointer_prefix:
+            raise ValueError(
+                f"Masked cut reference {record.id} audio is still a Git LFS "
+                f"pointer: {audio_path}"
+            )
+    actual = sha256_file(audio_path)
+    if actual != indexed_fingerprint:
+        raise ValueError(
+            f"Masked cut reference {record.id} audioFingerprint does not match "
+            f"the materialized audio file: {audio_path}"
+        )
+    return actual
+
+
+def _explicit_audio_mask_ranges(
+    record: train.SongRecord,
+    entry: Mapping[str, Any],
+    indexed_fingerprint: str,
+) -> tuple[tuple[int, int], ...] | None:
+    """Return a strict explicit mask, preserving legacy full-record behavior."""
+
+    if "audioAlignedFrameMaskRanges" not in entry:
+        partial = sorted(
+            key
+            for key in ("audioAlignedEndFrame", "audioAlignedFrameCount")
+            if key in entry
+        )
+        if partial:
+            raise ValueError(
+                f"Cut reference audio mask for {record.id} is incomplete: "
+                "audioAlignedFrameMaskRanges is missing while "
+                + ", ".join(partial)
+                + " is present."
+            )
+        return None
+
+    manifest_frame_count = record.song.get("frameCount")
+    indexed_frame_count = entry.get("frameCount")
+    if (
+        isinstance(manifest_frame_count, bool)
+        or not isinstance(manifest_frame_count, int)
+        or isinstance(indexed_frame_count, bool)
+        or not isinstance(indexed_frame_count, int)
+        or manifest_frame_count < 1
+        or indexed_frame_count != manifest_frame_count
+    ):
+        raise ValueError(
+            f"Cut reference audio mask frameCount mismatch for {record.id}."
+        )
+    ranges = train.normalize_audio_aligned_frame_mask_ranges(
+        entry["audioAlignedFrameMaskRanges"],
+        manifest_frame_count,
+        label=f"Cut reference audio mask for {record.id}",
+    )
+    if not ranges:
+        raise ValueError(
+            f"Active cut reference {record.id} has an empty audio frame mask."
+        )
+    expected_count = sum(end - start for start, end in ranges)
+    if "audioAlignedFrameCount" in entry:
+        aligned_count = entry["audioAlignedFrameCount"]
+        if (
+            isinstance(aligned_count, bool)
+            or not isinstance(aligned_count, int)
+            or aligned_count != expected_count
+        ):
+            raise ValueError(
+                f"Cut reference audioAlignedFrameCount is inconsistent for "
+                f"{record.id}."
+            )
+    if "audioAlignedEndFrame" in entry:
+        aligned_end = entry["audioAlignedEndFrame"]
+        if (
+            isinstance(aligned_end, bool)
+            or not isinstance(aligned_end, int)
+            or aligned_end != ranges[-1][1]
+        ):
+            raise ValueError(
+                f"Cut reference audioAlignedEndFrame is inconsistent for "
+                f"{record.id}."
+            )
+    _verified_masked_audio_fingerprint(record, indexed_fingerprint)
+    return ranges
+
+
 def character_id(record: train.SongRecord) -> str:
     value = str(record.song.get("characterPath", ""))
     match = _CHARACTER_ID.search(value)
@@ -213,6 +329,35 @@ def _align_pattern(
     return tuple(sorted(set(mapped)))
 
 
+def _audio_relative_boundary_signature(
+    boundaries: Sequence[int],
+    source: train.SongRecord,
+) -> tuple[int, ...]:
+    """Identify one edit pattern in audio-relative micro-frame ticks.
+
+    Raw Timeline frame boundaries are not a sufficient identity because two
+    exports can share those integers while using different ``audioStart``
+    offsets.  Grouping those records would union shifted cuts into false
+    near-duplicate pairs.  Micro-frame ticks preserve sub-frame audio offsets
+    while remaining deterministic JSON/float input material.
+    """
+
+    audio_start = float(source.song.get("audioStart", 0.0))
+    if not math.isfinite(audio_start):
+        raise ValueError("audioStart must be finite for cut-pattern identity.")
+    audio_start_ticks = int(
+        round(
+            audio_start
+            * SAMPLE_RATE
+            * _AUDIO_PATTERN_TICKS_PER_FRAME
+        )
+    )
+    return tuple(
+        int(boundary) * _AUDIO_PATTERN_TICKS_PER_FRAME - audio_start_ticks
+        for boundary in boundaries
+    )
+
+
 def build_cut_reference_corpus(
     target: train.SongRecord,
     records: Sequence[train.SongRecord],
@@ -223,9 +368,19 @@ def build_cut_reference_corpus(
     target_fingerprint = audio_fingerprint(target)
     target_character = character_id(target)
     pattern_records: dict[
-        tuple[str, tuple[int, ...]], list[tuple[train.SongRecord, tuple[int, ...]]]
+        tuple[str, tuple[int, ...]],
+        list[
+            tuple[
+                train.SongRecord,
+                tuple[tuple[int, int], ...],
+                tuple[int, ...],
+            ]
+        ],
     ] = defaultdict(list)
     eligible_count = 0
+    masked_record_count = 0
+    retained_authored_shot_count = 0
+    censored_authored_shot_count = 0
     for record in records:
         entry = index_entries.get(record.id)
         if not isinstance(entry, Mapping):
@@ -241,34 +396,87 @@ def build_cut_reference_corpus(
         if not _SHA256.fullmatch(fingerprint):
             raise ValueError(f"Invalid indexed audio fingerprint for {record.id}.")
         boundaries = authored_boundaries(record)
-        pattern_records[(fingerprint, boundaries)].append((record, boundaries))
+        mask_ranges = _explicit_audio_mask_ranges(record, entry, fingerprint)
+        if mask_ranges is None:
+            retained_spans = tuple(zip(boundaries, boundaries[1:]))
+            retained_cuts = boundaries[1:-1]
+        else:
+            masked_record_count += 1
+            retained_spans = tuple(
+                (left, right)
+                for left, right in zip(boundaries, boundaries[1:])
+                if train.audio_aligned_frame_mask_range_index(
+                    left, right, mask_ranges
+                )
+                is not None
+            )
+            retained_cuts = tuple(
+                boundary
+                for boundary in boundaries[1:-1]
+                if any(start < boundary < end for start, end in mask_ranges)
+            )
+        retained_authored_shot_count += len(retained_spans)
+        censored_authored_shot_count += (
+            len(boundaries) - 1 - len(retained_spans)
+        )
+        pattern_signature = _audio_relative_boundary_signature(boundaries, record)
+        pattern_records[(fingerprint, pattern_signature)].append(
+            (record, retained_spans, retained_cuts)
+        )
         eligible_count += 1
 
     durations: list[float] = []
     duration_weights: list[float] = []
     same_audio_patterns: list[SameAudioCutPattern] = []
-    for (fingerprint, boundaries), sources in sorted(
+    for (fingerprint, _pattern_signature), sources in sorted(
         pattern_records.items(), key=lambda value: (value[0][0], value[0][1])
     ):
-        shot_durations = np.diff(np.asarray(boundaries)) / SAMPLE_RATE
+        retained_spans = sorted(
-        # One unique audio/cut pattern contributes one unit in total, regardless
+            {
-        # of how many duplicated exports or shots it contains.
+                span
+                for _, source_spans, _ in sources
+                for span in source_spans
+            }
+        )
+        if retained_spans:
+            shot_durations = np.asarray(
+                [right - left for left, right in retained_spans],
+                dtype=np.float64,
+            ) / SAMPLE_RATE
+            # One unique audio/cut pattern contributes one unit in total,
+            # regardless of how many duplicated exports or shots it contains.
             per_shot_weight = 1.0 / len(shot_durations)
             durations.extend(float(value) for value in shot_durations)
             duration_weights.extend(per_shot_weight for _ in shot_durations)
         if fingerprint != target_fingerprint:
             continue
-        aligned = _align_pattern(boundaries, sources[0][0], target)
+        aligned_internal = {
+            boundary
+            for source, _, source_cuts in sources
+            for boundary in _align_pattern(
+                (0, *source_cuts, int(source.song["frameCount"])),
+                source,
+                target,
+            )[1:-1]
+        }
+        if not aligned_internal:
+            continue
+        aligned = (0, *sorted(aligned_internal), int(target.song["frameCount"]))
         same_character = bool(
             target_character
-            and any(character_id(source) == target_character for source, _ in sources)
+            and any(
+                character_id(source) == target_character
+                for source, _, _ in sources
+            )
         )
         same_audio_patterns.append(
             SameAudioCutPattern(
                 boundaries=aligned,
                 weight=2.0 if same_character else 1.0,
                 same_character=same_character,
-                source_record_ids=tuple(sorted(source.id for source, _ in sources)),
+                source_record_ids=tuple(
+                    sorted(source.id for source, _, _ in sources)
+                ),
             )
         )
 
@@ -285,4 +493,7 @@ def build_cut_reference_corpus(
         same_audio_patterns=tuple(same_audio_patterns),
         eligible_record_count=eligible_count,
         unique_audio_pattern_count=len(pattern_records),
+        masked_record_count=masked_record_count,
+        retained_authored_shot_count=retained_authored_shot_count,
+        censored_authored_shot_count=censored_authored_shot_count,
     )

CameraAI~/Tools~/CWCameraWorker/_internal/cwai_sources/repository/MachineLearning/CameraDirector/hybrid_preparation_cache.py

@@ -339,7 +339,7 @@ def build_inputs_for_records(
 
     def policy_identity(record: Any) -> dict[str, Any]:
         entry = entries[str(record.id)]
-        return {
+        identity = {
             "songId": str(record.id),
             "datasetId": str(record.dataset_id),
             "contentFingerprint": entry.get("contentFingerprint"),
@@ -351,6 +351,18 @@ def build_inputs_for_records(
             "aspectRatio": entry.get("aspectRatio"),
             "aspectSource": entry.get("aspectSource"),
         }
+        if "audioAlignedFrameMaskRanges" in entry:
+            frame_count = entry.get("frameCount")
+            ranges = runtime_data.normalize_audio_aligned_frame_mask_ranges(
+                entry["audioAlignedFrameMaskRanges"],
+                frame_count,
+                label=f"Training index audio mask for {record.id}",
+            )
+            identity["frameCount"] = frame_count
+            identity["audioAlignedFrameMaskRanges"] = [
+                list(frame_range) for frame_range in ranges
+            ]
+        return identity
 
     def target_identity(record: Any) -> dict[str, Any]:
         if bool(getattr(record, "is_generation_input", False)):

CameraAI~/Tools~/CWCameraWorker/_internal/email_validator-2.3.0.dist-info/INSTALLER

@@ -1 +0,0 @@
-pip

CameraAI~/Tools~/CWCameraWorker/_internal/email_validator-2.3.0.dist-info/METADATA

@@ -1,466 +0,0 @@
-Metadata-Version: 2.4
-Name: email-validator
-Version: 2.3.0
-Summary: A robust email address syntax and deliverability validation library.
-Home-page: https://github.com/JoshData/python-email-validator
-Author: Joshua Tauberer
-Author-email: jt@occams.info
-License: Unlicense
-Keywords: email address validator
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: The Unlicense (Unlicense)
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Requires-Python: >=3.8
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: dnspython>=2.0.0
-Requires-Dist: idna>=2.0.0
-Dynamic: license-file
-
-email-validator: Validate Email Addresses
-=========================================
-
-A robust email address syntax and deliverability validation library for
-Python 3.8+ by [Joshua Tauberer](https://joshdata.me).
-
-This library validates that a string is of the form `name@example.com`
-and optionally checks that the domain name is set up to receive email.
-This is the sort of validation you would want when you are identifying
-users by their email address like on a registration form.
-
-Key features:
-
-* Checks that an email address has the correct syntax --- great for
-  email-based registration/login forms or validating data.
-* Gives friendly English error messages when validation fails that you
-  can display to end-users.
-* Checks deliverability (optional): Does the domain name resolve?
-  (You can override the default DNS resolver to add query caching.)
-* Supports internationalized domain names (like `@ツ.life`),
-  internationalized local parts (like `ツ@example.com`),
-  and optionally parses display names (e.g. `"My Name" <me@example.com>`).
-* Rejects addresses with invalid or unsafe Unicode characters,
-  obsolete email address syntax that you'd find unexpected,
-  special use domain names like `@localhost`,
-  and domains without a dot by default.
-  This is an opinionated library!
-* Normalizes email addresses (important for internationalized
-  and quoted-string addresses! see below).
-* Python type annotations are used.
-
-This is an opinionated library. You should definitely also consider using
-the less-opinionated [pyIsEmail](https://github.com/michaelherold/pyIsEmail)
-if it works better for you.
-
-[![Build Status](https://github.com/JoshData/python-email-validator/actions/workflows/test_and_build.yaml/badge.svg)](https://github.com/JoshData/python-email-validator/actions/workflows/test_and_build.yaml)
-
-View the [CHANGELOG / Release Notes](CHANGELOG.md) for the version history of changes in the library. Occasionally this README is ahead of the latest published package --- see the CHANGELOG for details.
-
----
-
-Installation
-------------
-
-This package [is on PyPI](https://pypi.org/project/email-validator/), so:
-
-```sh
-pip install email-validator
-```
-
-(You might need to use `pip3` depending on your local environment.)
-
-Quick Start
------------
-
-If you're validating a user's email address before creating a user
-account in your application, you might do this:
-
-```python
-from email_validator import validate_email, EmailNotValidError
-
-email = "my+address@example.org"
-
-try:
-
-  # Check that the email address is valid. Turn on check_deliverability
-  # for first-time validations like on account creation pages (but not
-  # login pages).
-  emailinfo = validate_email(email, check_deliverability=False)
-
-  # After this point, use only the normalized form of the email address,
-  # especially before going to a database query.
-  email = emailinfo.normalized
-
-except EmailNotValidError as e:
-
-  # The exception message is human-readable explanation of why it's
-  # not a valid (or deliverable) email address.
-  print(str(e))
-```
-
-This validates the address and gives you its normalized form. You should
-**put the normalized form in your database** and always normalize before
-checking if an address is in your database. When using this in a login form,
-set `check_deliverability` to `False` to avoid unnecessary DNS queries.
-
-Usage
------
-
-### Overview
-
-The module provides a function `validate_email(email_address)` which
-takes an email address and:
-
-- Raises a `EmailNotValidError` with a helpful, human-readable error
-  message explaining why the email address is not valid, or
-- Returns an object with a normalized form of the email address (which
-  you should use!) and other information about it.
-
-When an email address is not valid, `validate_email` raises either an
-`EmailSyntaxError` if the form of the address is invalid or an
-`EmailUndeliverableError` if the domain name fails DNS checks. Both
-exception classes are subclasses of `EmailNotValidError`, which in turn
-is a subclass of `ValueError`.
-
-But when an email address is valid, an object is returned containing
-a normalized form of the email address (which you should use!) and
-other information.
-
-The validator doesn't, by default, permit obsoleted forms of email addresses
-that no one uses anymore even though they are still valid and deliverable, since
-they will probably give you grief if you're using email for login. (See
-later in the document about how to allow some obsolete forms.)
-
-The validator optionally checks that the domain name in the email address has
-a DNS MX record indicating that it can receive email. (Except a Null MX record.
-If there is no MX record, a fallback A/AAAA-record is permitted, unless
-a reject-all SPF record is present.) DNS is slow and sometimes unavailable or
-unreliable, so consider whether these checks are useful for your use case and
-turn them off if they aren't.
-There is nothing to be gained by trying to actually contact an SMTP server, so
-that's not done here. For privacy, security, and practicality reasons, servers
-are good at not giving away whether an address is
-deliverable or not: email addresses that appear to accept mail at first
-can bounce mail after a delay, and bounced mail may indicate a temporary
-failure of a good email address (sometimes an intentional failure, like
-greylisting).
-
-### Options
-
-The `validate_email` function also accepts the following keyword arguments
-(defaults are as shown below):
-
-`check_deliverability=True`: If true, DNS queries are made to check that the domain name in the email address (the part after the @-sign) can receive mail, as described above. Set to `False` to skip this DNS-based check. It is recommended to pass `False` when performing validation for login pages (but not account creation pages) since re-validation of a previously validated domain in your database by querying DNS at every login is probably undesirable. You can also set `email_validator.CHECK_DELIVERABILITY` to `False` to turn this off for all calls by default.
-
-`dns_resolver=None`: Pass an instance of [dns.resolver.Resolver](https://dnspython.readthedocs.io/en/latest/resolver-class.html) to control the DNS resolver including setting a timeout and [a cache](https://dnspython.readthedocs.io/en/latest/resolver-caching.html). The `caching_resolver` function shown below is a helper function to construct a dns.resolver.Resolver with a [LRUCache](https://dnspython.readthedocs.io/en/latest/resolver-caching.html#dns.resolver.LRUCache). Reuse the same resolver instance across calls to `validate_email` to make use of the cache.
-
-`test_environment=False`: If `True`, DNS-based deliverability checks are disabled and  `test` and `**.test` domain names are permitted (see below). You can also set `email_validator.TEST_ENVIRONMENT` to `True` to turn it on for all calls by default.
-
-`allow_smtputf8=True`: Set to `False` to prohibit internationalized addresses that would
-    require the
-    [SMTPUTF8](https://tools.ietf.org/html/rfc6531) extension. You can also set `email_validator.ALLOW_SMTPUTF8` to `False` to turn it off for all calls by default.
-
-`allow_quoted_local=False`: Set to `True` to allow obscure and potentially problematic email addresses in which the part of the address before the @-sign contains spaces, @-signs, or other surprising characters when the local part is surrounded in quotes (so-called quoted-string local parts). In the object returned by `validate_email`, the normalized local part removes any unnecessary backslash-escaping and even removes the surrounding quotes if the address would be valid without them. You can also set `email_validator.ALLOW_QUOTED_LOCAL` to `True` to turn this on for all calls by default.
-
-`allow_domain_literal=False`: Set to `True` to allow bracketed IPv4 and "IPv6:"-prefixed IPv6 addresses in the domain part of the email address. No deliverability checks are performed for these addresses. In the object returned by `validate_email`, the normalized domain will use the condensed IPv6 format, if applicable. The object's `domain_address` attribute will hold the parsed `ipaddress.IPv4Address` or `ipaddress.IPv6Address` object if applicable. You can also set `email_validator.ALLOW_DOMAIN_LITERAL` to `True` to turn this on for all calls by default.
-
-`allow_display_name=False`: Set to `True` to allow a display name and bracketed address in the input string, like `My Name <me@example.org>`. It's implemented in the spirit but not the letter of RFC 5322 3.4, so it may be stricter or more relaxed than what you want. The display name, if present, is provided in the returned object's `display_name` field after being unquoted and unescaped. You can also set `email_validator.ALLOW_DISPLAY_NAME` to `True` to turn this on for all calls by default.
-
-`allow_empty_local=False`: Set to `True` to allow an empty local part (i.e.
-    `@example.com`), e.g. for validating Postfix aliases.
-    
-`strict=False`: Set to `True` to perform additional syntax checks (currently only a local part length check). This should be used by mail service providers at address creation to ensure email addresses meet broad compatibility requirements.
-
-### DNS timeout and cache
-
-When validating many email addresses or to control the timeout (the default is 15 seconds), create a caching [dns.resolver.Resolver](https://dnspython.readthedocs.io/en/latest/resolver-class.html) to reuse in each call. The `caching_resolver` function returns one easily for you:
-
-```python
-from email_validator import validate_email, caching_resolver
-
-resolver = caching_resolver(timeout=10)
-
-while True:
-  validate_email(email, dns_resolver=resolver)
-```
-
-### Test addresses
-
-This library rejects email addresses that use the [Special Use Domain Names](https://www.iana.org/assignments/special-use-domain-names/special-use-domain-names.xhtml) `invalid`, `localhost`, `test`, and some others by raising `EmailSyntaxError`. This is to protect your system from abuse: You probably don't want a user to be able to cause an email to be sent to `localhost` (although they might be able to still do so via a malicious MX record). However, in your non-production test environments you may want to use `@test` or `@myname.test` email addresses. There are three ways you can allow this:
-
-1. Add `test_environment=True` to the call to `validate_email` (see above).
-2. Set `email_validator.TEST_ENVIRONMENT` to `True` globally.
-3. Remove the special-use domain name that you want to use from `email_validator.SPECIAL_USE_DOMAIN_NAMES`, e.g.:
-
-```python
-import email_validator
-email_validator.SPECIAL_USE_DOMAIN_NAMES.remove("test")
-```
-
-It is tempting to use `@example.com/net/org` in tests. They are *not* in this library's `SPECIAL_USE_DOMAIN_NAMES` list so you can, but shouldn't, use them. These domains are reserved to IANA for use in documentation so there is no risk of accidentally emailing someone at those domains. But beware that this library will nevertheless reject these domain names if DNS-based deliverability checks are not disabled because these domains do not resolve to domains that accept email. In tests, consider using your own domain name or `@test` or `@myname.test` instead.
-
-Internationalized email addresses
----------------------------------
-
-The email protocol SMTP and the domain name system DNS have historically
-only allowed English (ASCII) characters in email addresses and domain names,
-respectively. Each has adapted to internationalization in a separate
-way, creating two separate aspects to email address internationalization.
-
-(If your mail submission library doesn't support Unicode at all, then
-immediately prior to mail submission you must replace the email address with
-its ASCII-ized form. This library gives you back the ASCII-ized form in the
-`ascii_email` field in the returned object.)
-
-### Internationalized domain names (IDN)
-
-The first is [internationalized domain names (RFC
-5891)](https://tools.ietf.org/html/rfc5891), a.k.a IDNA 2008. The DNS
-system has not been updated with Unicode support. Instead, internationalized
-domain names are converted into a special IDNA ASCII "[Punycode](https://www.rfc-editor.org/rfc/rfc3492.txt)"
-form starting with `xn--`. When an email address has non-ASCII
-characters in its domain part, the domain part is replaced with its IDNA
-ASCII equivalent form in the process of mail transmission. Your mail
-submission library probably does this for you transparently. ([Compliance
-around the web is not very good though](http://archives.miloush.net/michkap/archive/2012/02/27/10273315.html).) This library conforms to IDNA 2008
-using the [idna](https://github.com/kjd/idna) module by Kim Davies.
-
-### Internationalized local parts
-
-The second sort of internationalization is internationalization in the
-*local* part of the address (before the @-sign). In non-internationalized
-email addresses, only English letters, numbers, and some punctuation
-(`._!#$%&'^``*+-=~/?{|}`) are allowed. In internationalized email address
-local parts, a wider range of Unicode characters are allowed.
-
-Email addresses with these non-ASCII characters require that your mail
-submission library and all the mail servers along the route to the destination,
-including your own outbound mail server, all support the
-[SMTPUTF8 (RFC 6531)](https://tools.ietf.org/html/rfc6531) extension.
-Support for SMTPUTF8 varies. If you know ahead of time that SMTPUTF8 is not
-supported by your mail submission stack, then you must filter out addresses that
-require SMTPUTF8 using the `allow_smtputf8=False` keyword argument (see above).
-This will cause the validation function to raise a `EmailSyntaxError` if
-delivery would require SMTPUTF8. If you do not set `allow_smtputf8=False`,
-you can also check the value of the `smtputf8` field in the returned object.
-
-### Unsafe Unicode characters are rejected
-
-A surprisingly large number of Unicode characters are not safe to display,
-especially when the email address is concatenated with other text, so this
-library tries to protect you by not permitting reserved, non-, private use,
-formatting (which can be used to alter the display order of characters),
-whitespace, and control characters, and combining characters
-as the first character of the local part and the domain name (so that they
-cannot combine with something outside of the email address string or with
-the @-sign). See https://qntm.org/safe and https://trojansource.codes/
-for relevant prior work. (Other than whitespace, these are checks that
-you should be applying to nearly all user inputs in a security-sensitive
-context.) This does not guard against the well known problem that many
-Unicode characters look alike, which can be used to fool humans reading
-displayed text.
-
-
-Normalization
--------------
-
-### Unicode Normalization
-
-The use of Unicode in email addresses introduced a normalization
-problem. Different Unicode strings can look identical and have the same
-semantic meaning to the user. The `normalized` field returned on successful
-validation provides the correctly normalized form of the given email
-address.
-
-For example, the CJK fullwidth Latin letters are considered semantically
-equivalent in domain names to their ASCII counterparts. This library
-normalizes them to their ASCII counterparts (as required by IDNA):
-
-```python
-emailinfo = validate_email("me@Ｄｏｍａｉｎ.com")
-print(emailinfo.normalized)
-print(emailinfo.ascii_email)
-# prints "me@domain.com" twice
-```
-
-Because an end-user might type their email address in different (but
-equivalent) un-normalized forms at different times, you ought to
-replace what they enter with the normalized form immediately prior to
-going into your database (during account creation), querying your database
-(during login), or sending outbound mail.
-
-The normalizations include lowercasing the domain part of the email
-address (domain names are case-insensitive), [Unicode "NFC"
-normalization](https://en.wikipedia.org/wiki/Unicode_equivalence) of the
-whole address (which turns characters plus [combining
-characters](https://en.wikipedia.org/wiki/Combining_character) into
-precomposed characters where possible, replacement of [fullwidth and
-halfwidth
-characters](https://en.wikipedia.org/wiki/Halfwidth_and_fullwidth_forms)
-in the domain part, possibly other
-[UTS46](http://unicode.org/reports/tr46) mappings on the domain part,
-and conversion from Punycode to Unicode characters.
-
-Normalization may change the characters in the email address and the
-length of the email address, such that a string might be a valid address
-before normalization but invalid after, or vice versa. This library only
-permits addresses that are valid both before and after normalization.
-
-(See [RFC 6532 (internationalized email) section
-3.1](https://tools.ietf.org/html/rfc6532#section-3.1) and [RFC 5895
-(IDNA 2008) section 2](http://www.ietf.org/rfc/rfc5895.txt).)
-
-### Other Normalization
-
-Normalization is also applied to quoted-string local parts and domain
-literal IPv6 addresses if you have allowed them by the `allow_quoted_local`
-and `allow_domain_literal` options. In quoted-string local parts, unnecessary
-backslash escaping is removed and even the surrounding quotes are removed if
-they are unnecessary. For IPv6 domain literals, the IPv6 address is
-normalized to condensed form. [RFC 2142](https://datatracker.ietf.org/doc/html/rfc2142)
-also requires lowercase normalization for some specific mailbox names like `postmaster@`.
-
-
-Examples
---------
-
-For the email address `test@joshdata.me`, the returned object is:
-
-```python
-ValidatedEmail(
-  normalized='test@joshdata.me',
-  local_part='test',
-  domain='joshdata.me',
-  ascii_email='test@joshdata.me',
-  ascii_local_part='test',
-  ascii_domain='joshdata.me',
-  smtputf8=False)
-```
-
-For the fictitious but valid address `example@ツ.ⓁⒾⒻⒺ`, which has an
-internationalized domain but ASCII local part, the returned object is:
-
-```python
-ValidatedEmail(
-  normalized='example@ツ.life',
-  local_part='example',
-  domain='ツ.life',
-  ascii_email='example@xn--bdk.life',
-  ascii_local_part='example',
-  ascii_domain='xn--bdk.life',
-  smtputf8=False)
-
-```
-
-Note that `normalized` and other fields provide a normalized form of the
-email address, domain name, and (in other cases) local part (see earlier
-discussion of normalization), which you should use in your database.
-
-Calling `validate_email` with the ASCII form of the above email address,
-`example@xn--bdk.life`, returns the exact same information (i.e., the
-`normalized` field always will contain Unicode characters, not Punycode).
-
-For the fictitious address `ツ-test@joshdata.me`, which has an
-internationalized local part, the returned object is:
-
-```python
-ValidatedEmail(
-  normalized='ツ-test@joshdata.me',
-  local_part='ツ-test',
-  domain='joshdata.me',
-  ascii_email=None,
-  ascii_local_part=None,
-  ascii_domain='joshdata.me',
-  smtputf8=True)
-```
-
-Now `smtputf8` is `True` and `ascii_email` is `None` because the local
-part of the address is internationalized. The `local_part` and `normalized` fields
-return the normalized form of the address.
-
-Return value
-------------
-
-When an email address passes validation, the fields in the returned object
-are:
-
-| Field | Value |
-| -----:|-------|
-| `normalized` | The normalized form of the email address that you should put in your database. This combines the `local_part` and `domain` fields (see below). |
-| `ascii_email` | If set, an ASCII-only form of the normalized email address by replacing the domain part with [IDNA](https://tools.ietf.org/html/rfc5891) [Punycode](https://www.rfc-editor.org/rfc/rfc3492.txt). This field will be present when an ASCII-only form of the email address exists (including if the email address is already ASCII). If the local part of the email address contains internationalized characters, `ascii_email` will be `None`. If set, it merely combines `ascii_local_part` and `ascii_domain`. |
-| `local_part` | The normalized local part of the given email address (before the @-sign). Normalization includes Unicode NFC normalization and removing unnecessary quoted-string quotes and backslashes. If `allow_quoted_local` is True and the surrounding quotes are necessary, the quotes _will_ be present in this field. |
-| `ascii_local_part` | If set, the local part, which is composed of ASCII characters only. |
-| `domain` | The canonical internationalized Unicode form of the domain part of the email address. If the returned string contains non-ASCII characters, either the [SMTPUTF8](https://tools.ietf.org/html/rfc6531) feature of your mail relay will be required to transmit the message or else the email address's domain part must be converted to IDNA ASCII first: Use `ascii_domain` field instead. |
-| `ascii_domain` | The [IDNA](https://tools.ietf.org/html/rfc5891) [Punycode](https://www.rfc-editor.org/rfc/rfc3492.txt)-encoded form of the domain part of the given email address, as it would be transmitted on the wire. |
-| `domain_address` | If domain literals are allowed and if the email address contains one, an `ipaddress.IPv4Address` or `ipaddress.IPv6Address` object. |
-| `display_name` | If no display name was present and angle brackets do not surround the address, this will be `None`; otherwise, it will be set to the display name, or the empty string if there were angle brackets but no display name. If the display name was quoted, it will be unquoted and unescaped. |
-| `smtputf8` | A boolean indicating that the [SMTPUTF8](https://tools.ietf.org/html/rfc6531) feature of your mail relay will be required to transmit messages to this address because the local part of the address has non-ASCII characters (the local part cannot be IDNA-encoded). If `allow_smtputf8=False` is passed as an argument, this flag will always be false because an exception is raised if it would have been true. |
-| `mx` | A list of (priority, domain) tuples of MX records specified in the DNS for the domain (see [RFC 5321 section 5](https://tools.ietf.org/html/rfc5321#section-5)). May be `None` if the deliverability check could not be completed because of a temporary issue like a timeout. |
-| `mx_fallback_type` | `None` if an `MX` record is found. If no MX records are actually specified in DNS and instead are inferred, through an obsolete mechanism, from A or AAAA records, the value is the type of DNS record used instead (`A` or `AAAA`). May be `None` if the deliverability check could not be completed because of a temporary issue like a timeout. |
-| `spf` | Any SPF record found while checking deliverability. Only set if the SPF record is queried. |
-
-Assumptions
------------
-
-By design, this validator does not pass all email addresses that
-strictly conform to the standards. Many email address forms are obsolete
-or likely to cause trouble:
-
-* The validator assumes the email address is intended to be
-  usable on the public Internet. The domain part
-  of the email address must be a resolvable domain name
-  (see the deliverability checks described above).
-  Most [Special Use Domain Names](https://www.iana.org/assignments/special-use-domain-names/special-use-domain-names.xhtml)
-  and their subdomains, as well as
-  domain names without a `.`, are rejected as a syntax error
-  (except see the `test_environment` parameter above).
-* Obsolete email syntaxes are rejected:
-  The unusual ["(comment)" syntax](https://github.com/JoshData/python-email-validator/issues/77)
-  is rejected. Extremely old obsolete syntaxes are
-  rejected. Quoted-string local parts and domain-literal addresses
-  are rejected by default, but there are options to allow them (see above).
-  No one uses these forms anymore, and I can't think of any reason why anyone
-  using this library would need to accept them.
-
-Testing
--------
-
-Tests can be run using
-
-```sh
-pip install -r test_requirements.txt 
-make test
-```
-
-Tests run with mocked DNS responses. When adding or changing tests, temporarily turn on the `BUILD_MOCKED_DNS_RESPONSE_DATA` flag in `tests/mocked_dns_responses.py` to re-build the database of mocked responses from live queries.
-
-For Project Maintainers
------------------------
-
-The package is distributed as a universal wheel and as a source package.
-
-To release:
-
-* Update CHANGELOG.md.
-* Update the version number in `email_validator/version.py`.
-* Make & push a commit with the new version number and make sure tests pass.
-* Make a release at https://github.com/JoshData/python-email-validator/releases/new creating a new tag (or use command below).
-* Publish a source and wheel distribution to pypi (see command below).
-
-```sh
-git tag v$(cat email_validator/version.py  | sed "s/.* = //" | sed 's/"//g')
-git push --tags
-./release_to_pypi.sh
-```
-
-License
--------
-
-This project is free of any copyright restrictions per the [Unlicense](https://unlicense.org/). (Prior to Feb. 4, 2024, the project was made available under the terms of the [CC0 1.0 Universal public domain dedication](http://creativecommons.org/publicdomain/zero/1.0/).) See [LICENSE](LICENSE) and [CONTRIBUTING.md](CONTRIBUTING.md).

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CameraAI~/Tools~/CWCameraWorker/_internal/email_validator-2.3.0.dist-info/entry_points.txt

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-email_validator = email_validator.__main__:main

CameraAI~/Tools~/CWCameraWorker/_internal/email_validator-2.3.0.dist-info/licenses/LICENSE

@@ -1,27 +0,0 @@
-This is free and unencumbered software released into the public
-domain.
-
-Anyone is free to copy, modify, publish, use, compile, sell, or
-distribute this software, either in source code form or as a
-compiled binary, for any purpose, commercial or non-commercial,
-and by any means.
-
-In jurisdictions that recognize copyright laws, the author or
-authors of this software dedicate any and all copyright
-interest in the software to the public domain. We make this
-dedication for the benefit of the public at large and to the
-detriment of our heirs and successors. We intend this
-dedication to be an overt act of relinquishment in perpetuity
-of all present and future rights to this software under
-copyright law.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
-EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
-OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
-NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR
-ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
-CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-THE SOFTWARE.
-
-For more information, please refer to <https://unlicense.org/>

CameraAI~/Tools~/CWCameraWorker/_internal/email_validator-2.3.0.dist-info/top_level.txt

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