Added pipeline

pipeline.py

@@ -4,67 +4,40 @@ pipeline.py
 ───────────────────────────────────────────────────────────────
 Translation + render pipeline
 
-Flow per page:
+Usage:
-  1) translate_manga_text() -> output.txt + bubbles.json (+ debug_clusters.png if DEBUG)
+  python pipeline.py /path/to/chapter/folder
-  2) render_translations()  -> page_translated.png
-  3) Pack CBZ with originals + rendered pages + text outputs
-
-Folder structure:
-  <CHAPTER_DIR>/
-  ├── 000.png
-  ├── 001.png
-  └── translated/
-      ├── 000/
-      │   ├── output.txt
-      │   ├── bubbles.json
-      │   ├── page_translated.png
-      │   └── debug_clusters.png (optional)
-      ├── 001/
-      │   └── ...
-      └── ...
-
-CBZ:
-  - pages/<original pages>
-  - rendered/<page_stem>_translated.png
-  - translations/<page_stem>_output.txt
 """
 
 import os
 import sys
+import argparse
 import zipfile
 import importlib.util
 from pathlib import Path
 
-
 # ─────────────────────────────────────────────
 #  CONFIG
 # ─────────────────────────────────────────────
-CHAPTER_DIR = "/Users/guillemhernandezsola/Downloads/Dandadan_059_2022_Digital_1r0n"
-OUTPUT_CBZ  = "/Users/guillemhernandezsola/Downloads/Dandadan_059_2022_Digital_1r0n_translated.cbz"
-
 SOURCE_LANG = "en"
 TARGET_LANG = "ca"
 
-# translator (NEW signature-compatible)
+# Translator Settings
 CONFIDENCE_THRESHOLD = 0.10
 MIN_TEXT_LENGTH      = 1
-GAP_PX               = "auto"      # was cluster/proximity in old version
+GAP_PX               = "auto"
 FILTER_SFX           = True
 QUALITY_THRESHOLD    = 0.50
 READING_MODE         = "ltr"
 DEBUG                = True
 
-# renderer
+# Renderer Settings
 RENDER_ENABLED       = True
 RENDER_OUTPUT_NAME   = "page_translated.png"
-
+FONT_CANDIDATES      = [
-# optional custom font list for renderer
-FONT_CANDIDATES = [
     "fonts/ComicNeue-Regular.ttf",
     "fonts/ComicRelief-Regular.ttf"
 ]
 
-
 # ─────────────────────────────────────────────
 #  DYNAMIC MODULE LOADER
 # ─────────────────────────────────────────────
@@ -76,7 +49,6 @@ def load_module(name, filepath):
     spec.loader.exec_module(module)
     return module
 
-
 # ─────────────────────────────────────────────
 #  HELPERS
 # ─────────────────────────────────────────────
@@ -88,80 +60,61 @@ def sorted_pages(chapter_dir):
     ]
     return sorted(pages, key=lambda p: p.stem)
 
-
 def make_page_workdir(chapter_dir, page_stem):
     workdir = Path(chapter_dir) / "translated" / page_stem
     workdir.mkdir(parents=True, exist_ok=True)
     return workdir
 
-
 def pack_cbz(chapter_dir, translated_dir, output_cbz):
     exts = {".jpg", ".jpeg", ".png", ".webp"}
 
     pages = sorted(
-        [p for p in Path(chapter_dir).iterdir()
+        [p for p in Path(chapter_dir).iterdir() if p.is_file() and p.suffix.lower() in exts],
-         if p.is_file() and p.suffix.lower() in exts],
         key=lambda p: p.stem
     )
 
-    txts = sorted(
+    txts = sorted(translated_dir.rglob("output.txt"), key=lambda p: p.parent.name)
-        translated_dir.rglob("output.txt"),
+    rendered = sorted(translated_dir.rglob(RENDER_OUTPUT_NAME), key=lambda p: p.parent.name)
-        key=lambda p: p.parent.name
-    )
-
-    rendered = sorted(
-        translated_dir.rglob(RENDER_OUTPUT_NAME),
-        key=lambda p: p.parent.name
-    )
 
     if not pages:
         print("⚠️  No original pages found — CBZ not created.")
         return
 
     with zipfile.ZipFile(output_cbz, "w", compression=zipfile.ZIP_STORED) as zf:
-        # original pages
+        # Original pages
         for img in pages:
             arcname = f"pages/{img.name}"
             zf.write(img, arcname)
-            print(f"  🖼  {arcname}")
         
-        # rendered pages
+        # Rendered pages
         for rp in rendered:
             arcname = f"rendered/{rp.parent.name}_translated.png"
             zf.write(rp, arcname)
-            print(f"  🎨 {arcname}")
             
-        # text outputs
+        # Text outputs
         for txt in txts:
             arcname = f"translations/{txt.parent.name}_output.txt"
             zf.write(txt, arcname)
-            print(f"  📄 {arcname}")
-
-    print(
-        f"\n✅ CBZ saved → {output_cbz} "
-        f"({len(pages)} original, {len(rendered)} rendered, {len(txts)} text)"
-    )
 
+    print(f"\n✅ CBZ saved → {output_cbz}")
+    print(f"📦 Contains: {len(pages)} original, {len(rendered)} rendered, {len(txts)} text files.")
 
 # ─────────────────────────────────────────────
 #  PER-PAGE PIPELINE
 # ─────────────────────────────────────────────
 def process_page(page_path, workdir, translator_module, renderer_module):
-    """
-    Runs translator + renderer for one page.
-    All generated files are written inside workdir.
-    """
     print(f"\n{'─' * 70}")
     print(f"PAGE: {page_path.name}")
     print(f"{'─' * 70}")
 
     orig_dir = os.getcwd()
     try:
+        # Isolate execution to the specific page's folder
         os.chdir(workdir)
 
-        # 1) translate
+        # 1) Translate
         translator_module.translate_manga_text(
-            image_path= str(page_path.resolve()),
+            image_path=str(page_path.resolve()),
             source_lang=SOURCE_LANG,
             target_lang=TARGET_LANG,
             confidence_threshold=CONFIDENCE_THRESHOLD,
@@ -174,9 +127,9 @@ def process_page(page_path, workdir, translator_module, renderer_module):
             reading_mode=READING_MODE,
             debug=DEBUG
         )
-        print("  ✅ translator done")
+        print("  ✅ Translator done")
 
-        # 2) render
+        # 2) Render
         if RENDER_ENABLED:
             renderer_module.render_translations(
                 input_image=str(page_path.resolve()),
@@ -185,7 +138,7 @@ def process_page(page_path, workdir, translator_module, renderer_module):
                 bubbles_file="bubbles.json",
                 font_candidates=FONT_CANDIDATES
             )
-            print("  ✅ renderer done")
+            print("  ✅ Renderer done")
 
         return True
 
@@ -196,44 +149,52 @@ def process_page(page_path, workdir, translator_module, renderer_module):
     finally:
         os.chdir(orig_dir)
 
-
 # ─────────────────────────────────────────────
 #  MAIN
 # ─────────────────────────────────────────────
 def main():
+    parser = argparse.ArgumentParser(description="Manga Translation Pipeline")
+    parser.add_argument("chapter_dir", help="Path to the folder containing manga pages")
+    args = parser.parse_args()
+
+    chapter_dir = Path(args.chapter_dir).resolve()
+    output_cbz = chapter_dir.parent / f"{chapter_dir.name}_translated.cbz"
+
     print("Loading modules...")
     
+    # Ensure we are loading from the directory where pipeline.py is located
+    script_dir = Path(__file__).parent
+    
     try:
-        translator = load_module("manga_translator", "manga-translator.py")
+        translator = load_module("manga_translator", str(script_dir / "manga-translator.py"))
     except Exception as e:
         print(f"❌ Could not load manga-translator.py: {e}")
         sys.exit(1)
 
     try:
-        renderer = load_module("manga_renderer", "manga-renderer.py")
+        renderer = load_module("manga_renderer", str(script_dir / "manga-renderer.py"))
     except Exception as e:
         print(f"❌ Could not load manga-renderer.py: {e}")
         sys.exit(1)
 
-    pages = sorted_pages(CHAPTER_DIR)
+    pages = sorted_pages(chapter_dir)
     if not pages:
-        print(f"❌ No images found in: {CHAPTER_DIR}")
+        print(f"❌ No images found in: {chapter_dir}")
         sys.exit(1)
 
-    print(f"\n📖 Chapter : {CHAPTER_DIR}")
+    print(f"\n📖 Chapter : {chapter_dir}")
     print(f"   Pages   : {len(pages)}")
     print(f"   Source  : {SOURCE_LANG} → Target: {TARGET_LANG}")
     print(f"   Render  : {'ON' if RENDER_ENABLED else 'OFF'}\n")
 
-    translated_dir = Path(CHAPTER_DIR) / "translated"
+    translated_dir = chapter_dir / "translated"
-    succeeded = []
+    succeeded, failed = [], []
-    failed = []
 
     for i, page_path in enumerate(pages, start=1):
-        print(f"[{i}/{len(pages)}] {page_path.name}")
+        print(f"[{i}/{len(pages)}] Processing...")
-        workdir = make_page_workdir(CHAPTER_DIR, page_path.stem)
+        workdir = make_page_workdir(chapter_dir, page_path.stem)
-        ok = process_page(page_path, workdir, translator, renderer)
+        
-        if ok:
+        if process_page(page_path, workdir, translator, renderer):
             succeeded.append(page_path.name)
         else:
             failed.append(page_path.name)
@@ -248,8 +209,7 @@ def main():
     print(f"{'═' * 70}\n")
 
     print("Packing CBZ...")
-    pack_cbz(CHAPTER_DIR, translated_dir, OUTPUT_CBZ)
+    pack_cbz(chapter_dir, translated_dir, output_cbz)
-
 
 if __name__ == "__main__":
     main()