Simplify lattice inference and hosted landing

scripts/generate_readme_previews.py

@@ -64,7 +64,7 @@ def _parse_args() -> argparse.Namespace:
     parser.add_argument(
         "--dense-phase-field-output",
         default="tests/fixtures/real/dense-landscape-fixed-512.png",
-        help="Tracked fixed-lattice phase-field output used for the dense landscape row.",
+        help="Tracked fixed-lattice output used for the dense landscape row.",
     )
     parser.add_argument(
         "--guard-cell-bbox",
@@ -93,20 +93,7 @@ def _parse_args() -> argparse.Namespace:
         type=int,
         default=126,
         help="Pinned target height for the canonical badge comparison.",
-    )
-    parser.add_argument(
-        "--phase-x",
-        type=float,
-        default=0.0,
-        help="Pinned lattice phase X for the canonical badge comparison.",
-    )
-    parser.add_argument(
-        "--phase-y",
-        type=float,
-        default=-0.2,
-        help="Pinned lattice phase Y for the canonical badge comparison.",
-    )
-    parser.add_argument(
+    )    parser.add_argument(
         "--dense-target-width",
         type=int,
         default=512,
@@ -393,12 +380,10 @@ def main() -> None:
         scratch_dir / "badge-ai-phase-field-pinned.png",
         target_width=args.target_width,
         target_height=args.target_height,
-        phase_x=args.phase_x,
-        phase_y=args.phase_y,
         diagnostics_dir=scratch_dir / "phase-field-diag",
         steps=args.steps,
         device=args.device,
-        enable_phase_rerank=False,
+        enable_candidate_rerank=False,
     )
 
     source_rgba = load_rgba(source_input)
@@ -429,7 +414,7 @@ def main() -> None:
     rows = [
         PreviewRow(
             row_id="badge",
-            title=f"AI fake pixel art -> {args.target_width}x{args.target_height} pinned lattice @ ({args.phase_x:.1f}, {args.phase_y:.1f})",
+            title=f"AI fake pixel art -> {args.target_width}x{args.target_height} pinned lattice",
             source_rgba=source_rgba,
             source_subtitle="Cleaned AI fake pixel art",
             lanczos_rgba=lanczos,

scripts/render_focus_crop.py

@@ -98,16 +98,12 @@ def _build_focus_states(
             artifacts.initial_rgba,
             target_width=inference.target_width,
             target_height=inference.target_height,
-            phase_x=inference.phase_x,
-            phase_y=inference.phase_y,
         ),
         "final": source_lattice_consistency_breakdown(
             source,
             artifacts.target_rgba,
             target_width=inference.target_width,
             target_height=inference.target_height,
-            phase_x=inference.phase_x,
-            phase_y=inference.phase_y,
         ),
     }
     return source, artifacts.initial_rgba, artifacts.target_rgba, (cell_x, cell_y), fidelity

scripts/run_hosted_gui.ps1

@@ -0,0 +1,61 @@
+param(
+    [string]$BindHost = "0.0.0.0",
+    [int]$Port = 8000,
+    [switch]$Reload,
+    [ValidateSet("auto", "show", "hide")]
+    [string]$QueueUI = "auto"
+)
+
+$ErrorActionPreference = "Stop"
+
+$repoRoot = Split-Path -Parent $PSScriptRoot
+$python = Join-Path $repoRoot ".venv\Scripts\python.exe"
+if (-not (Test-Path $python)) {
+    $python = "python"
+}
+
+$previousHostedDemo = $env:REPIXELIZER_HOSTED_DEMO
+$previousShowQueuePanel = $env:REPIXELIZER_SHOW_QUEUE_PANEL
+
+try {
+    $env:REPIXELIZER_HOSTED_DEMO = "1"
+
+    if ($QueueUI -eq "show") {
+        $env:REPIXELIZER_SHOW_QUEUE_PANEL = "1"
+    } elseif ($QueueUI -eq "hide") {
+        $env:REPIXELIZER_SHOW_QUEUE_PANEL = "0"
+    } else {
+        Remove-Item Env:\REPIXELIZER_SHOW_QUEUE_PANEL -ErrorAction SilentlyContinue
+    }
+
+    $launcherArgs = @(
+        (Join-Path $repoRoot "scripts\run_gui.py"),
+        "--host", $BindHost,
+        "--port", $Port,
+        "--queue-ui", $QueueUI
+    )
+
+    if ($Reload) {
+        $launcherArgs += "--reload"
+    }
+
+    Write-Host "Starting Repixelizer hosted GUI..."
+    Write-Host "  Hosted demo: $env:REPIXELIZER_HOSTED_DEMO"
+    Write-Host "  Bind: http://${BindHost}:${Port}"
+    Write-Host "  Python: $python"
+    Write-Host ""
+
+    & $python @launcherArgs
+} finally {
+    if ($null -eq $previousHostedDemo) {
+        Remove-Item Env:\REPIXELIZER_HOSTED_DEMO -ErrorAction SilentlyContinue
+    } else {
+        $env:REPIXELIZER_HOSTED_DEMO = $previousHostedDemo
+    }
+
+    if ($null -eq $previousShowQueuePanel) {
+        Remove-Item Env:\REPIXELIZER_SHOW_QUEUE_PANEL -ErrorAction SilentlyContinue
+    } else {
+        $env:REPIXELIZER_SHOW_QUEUE_PANEL = $previousShowQueuePanel
+    }
+}