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jsonl-backed data layer: self-contained bundle for Kamatera (no prod DB)

ada4b82e6ade942b8fd833673bb2f394c40672b7 · 2026-07-09 15:51:27 -0700 · Steve

Auto-detect source (DATA_SOURCE=jsonl or the data/<vendor>.jsonl bundle present)
loads all rows in-memory from the bundle; the pg/psql path is preserved for local.
DB driver require made lazy so no DB connection is needed in jsonl mode. Includes
the full-fidelity export (all columns the viewer consumes) + export script.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

Files touched

• A data/zuber.jsonl
• A scripts/export-jsonl.js
• M server.js

Diff

commit ada4b82e6ade942b8fd833673bb2f394c40672b7
Author: Steve <steve@designerwallcoverings.com>
Date:   Thu Jul 9 15:51:27 2026 -0700

    jsonl-backed data layer: self-contained bundle for Kamatera (no prod DB)
    
    Auto-detect source (DATA_SOURCE=jsonl or the data/<vendor>.jsonl bundle present)
    loads all rows in-memory from the bundle; the pg/psql path is preserved for local.
    DB driver require made lazy so no DB connection is needed in jsonl mode. Includes
    the full-fidelity export (all columns the viewer consumes) + export script.
    
    Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 data/zuber.jsonl        | 192 ++++++++++++++++++++++++++++++++++++++++++++++++
 scripts/export-jsonl.js |  25 +++++++
 server.js               |  88 +++++++++++++---------
 3 files changed, 271 insertions(+), 34 deletions(-)

diff --git a/data/zuber.jsonl b/data/zuber.jsonl
new file mode 100644
index 0000000..48335a9
--- /dev/null
+++ b/data/zuber.jsonl
@@ -0,0 +1,192 @@
+{"mfr_sku":"ZB-SCENIC-ELDORADO","pattern_name":"Eldorado","pattern_name_fr":"Eldorado","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":"0,535 m","image_url":"https://www.zuber.fr/images/panoramicvariant/eldorado-original-aa-complet-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/eldorado","description":"As originally, the panoramic scenery \"Eldorado\" is still printed today \"à la planche\" with the 1554 antique woodblocks, carved in 1848 by the manufacturory's workers. These boards are classified as Historical Monuments by the Ministry of Culture and are part of the French heritage. The Zuber Manufactory is the last in the world to produce panoramic sceneries with woodblocks. The perpetuation of this printing technique and the use of antique materials give Zuber's panoramic sceneries the status of a true work of art. A certificate of authenticity will be given by the Zuber Manufactory.","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/eldorado-original-aa-complet-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramic/eldorado-copie.jpg\", \"https://www.zuber.fr/images/panoramicvariant/eldorado-original-avec-soubassement-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/situation/08.jpg\", \"https://www.zuber.fr/images/situation/c/08-347x304.jpg\", \"https://www.zuber.fr/images/situation/10.jpg\", \"https://www.zuber.fr/images/situation/c/10-347x304.jpg\", \"https://www.zuber.fr/images/situation/24.jpg\", \"https://www.zuber.fr/images/situation/c/24-347x304.jpg\", \"https://www.zuber.fr/images/situation/58.jpg\", \"https://www.zuber.fr/images/situation/c/58-347x304.jpg\", \"https://www.zuber.fr/images/situation/16.jpg\", \"https://www.zuber.fr/images/situation/c/16-347x304.jpg\", \"https://www.zuber.fr/images/situation/50.jpg\", \"https://www.zuber.fr/images/situation/c/50-347x304.jpg\", \"https://www.zuber.fr/images/situation/17.jpg\", \"https://www.zuber.fr/images/situation/c/17-347x304.jpg\", \"https://www.zuber.fr/images/situation/46.jpg\", \"https://www.zuber.fr/images/situation/c/46-347x304.jpg\", \"https://www.zuber.fr/images/situation/76-restaurant-21.jpg\", \"https://www.zuber.fr/images/situation/c/76-restaurant-21-347x304.jpg\", \"https://www.zuber.fr/images/situation/72-restaurant-47.jpg\", \"https://www.zuber.fr/images/situation/c/72-restaurant-47-347x304.jpg\", \"https://www.zuber.fr/images/situation/74-restaurant-35.jpg\", \"https://www.zuber.fr/images/situation/c/74-restaurant-35-347x304.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/eldorado-original-aa-complet-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/eldorado-original-avec-soubassement-jpeg-br-1-460x285.jpg\"]","ai_colors":[{"hex":"#ADD8E6","name":"Sky Blue"},{"hex":"#9ACD32","name":"Green"},{"hex":"#A0522D","name":"Brown"},{"hex":"#F5DEB3","name":"Beige"},{"hex":"#FF69B4","name":"Pink"}],"ai_styles":["Scenic","Panoramic","Botanical"],"ai_tags":["landscape","foliage","flowers","architecture","mountains","birds"],"color_hex":"#ADD8E6","created_at":"2026-07-09T09:09:33"}
+{"mfr_sku":"ZB-SCENIC-LA-CHASSE","pattern_name":"La chasse","pattern_name_fr":"La Chasse","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/la-chasse-aa-vert-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/la-chasse1","description":"· Number of panels: 6 · Total height of panels: 3,00 m · Total height of design: 1,47 m · Panel width: 0,735 m · Total width of design: 4,41 m · Repeat of panels 6 to 1","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/la-chasse-aa-vert-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/la-chasse-aa-gris-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/la-chasse-aa-vert-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/la-chasse-aa-gris-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#D2B48C","name":"beige"},{"hex":"#6A993E","name":"green"},{"hex":"#5F4C37","name":"brown"},{"hex":"#ADD8E6","name":"blue"},{"hex":"#FFFFFF","name":"white"}],"ai_styles":["Scenic","Chinoiserie"],"ai_tags":["foliage","landscape","castle","hunting","water","trees"],"color_hex":"#D2B48C","created_at":"2026-07-09T09:11:36"}
+{"mfr_sku":"ZB-SCENIC-JARDIN-D-ALGER","pattern_name":"Jardin d'Alger","pattern_name_fr":"Jardin D Alger","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/jardin-alger-aa-original-jpeg-br-1.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/jardin-d-alger","description":"· Number of panels: 2 · Panel height: 2,50 m · Design height: 2,50 m · Panel width : 0,72 m · Total witdh of design : 1,44 m · No repeat","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/jardin-alger-aa-original-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/jardin-alger-aa-original-jpeg-br-1-460x285.jpg\"]","ai_colors":[{"hex":"#008000","name":"Green"},{"hex":"#D2B48C","name":"Beige"},{"hex":"#6495ED","name":"Blue"}],"ai_styles":["Botanical","Neoclassical","Scenic"],"ai_tags":["foliage","landscape","plants","architectural","serene"],"color_hex":"#008000","created_at":"2026-07-09T09:21:54"}
+{"mfr_sku":"ZB-SCENIC-LES-HUGUENOTS","pattern_name":"Les Huguenots","pattern_name_fr":"Les Huguenots","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/les-huguenots-aa-original-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/les-huguenots","description":"Custom sizes available Custom design increased or decreased Custom design specifications Design modification Over door panel Camaïeux or grisaille Printing on gold ground Different finishes and antique available","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/les-huguenots-aa-original-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/les-huguenots-aa-original-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#FFD700","name":"Gold"},{"hex":"#4169E1","name":"Blue"},{"hex":"#8B4513","name":"Brown"},{"hex":"#FFFFFF","name":"White"}],"ai_styles":["Scenic","Neoclassical","Architectural","Narrative"],"ai_tags":["architecture","seaside","figures","sailboat","historical","mythological"],"color_hex":"#FFD700","created_at":"2026-07-09T09:21:55"}
+{"mfr_sku":"ZB-SCENIC-RIVES-DU-GANGE","pattern_name":"Rives du Gange","pattern_name_fr":"Rives Du Gange","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":"1,40m","image_url":"https://www.zuber.fr/images/panoramicvariant/rives-du-gange-aa-original-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/rives-du-gange","description":"Custom sizes available Custom design increased or decreased Custom design specifications Design modification Over door panel Camaïeux or grisaille Printing on gold ground Different finishes and antique available","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/rives-du-gange-aa-original-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/rives-du-gange-aa-original-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#87CEEB","name":"Sky Blue"},{"hex":"#32CD32","name":"Green"},{"hex":"#D2B48C","name":"Beige"},{"hex":"#6A5ACD","name":"Purple"},{"hex":"#A0522D","name":"Brown"}],"ai_styles":["Scenic","Chinoiserie","Botanical","Panoramic"],"ai_tags":["foliage","landscape","water","architecture","sailboat","mountains"],"color_hex":"#87CEEB","created_at":"2026-07-09T09:21:57"}
+{"mfr_sku":"ZB-SCENIC-ATRIUM","pattern_name":"Atrium","pattern_name_fr":"Atrium","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/atrium-aa-original-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/atrium","description":"Custom sizes available Custom design increased or decreased Custom design specifications Design modification Over door panel Camaïeux or grisaille Printing on gold ground Different finishes and antique available","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/atrium-aa-original-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/atrium-aa-original-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#D2B48C","name":"Beige"},{"hex":"#6495ED","name":"Green"},{"hex":"#ADD8E6","name":"Blue"}],"ai_styles":["Neoclassical","Architectural","Landscape"],"ai_tags":["archway","ivy","pathway","garden","classical"],"color_hex":"#D2B48C","created_at":"2026-07-09T09:21:59"}
+{"mfr_sku":"ZB-SCENIC-LES-INCAS","pattern_name":"Incas","pattern_name_fr":"Les Incas","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/les-incas-aa-original-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/les-incas","description":"· Number of panels : 2 · Panel height : 9'10 1/8\" · Design height : 7'4 5/8\" · Panel width : 2'3 1/2\" · Total width of design : 4'7 1/8\" · No repeat","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/les-incas-aa-original-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/les-incas-aa-original-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#008000","name":"Green"},{"hex":"#4682B4","name":"Blue"},{"hex":"#A0522D","name":"Brown"},{"hex":"#FFFFFF","name":"White"}],"ai_styles":["Scenic","Botanical","Tropical","Illustrative"],"ai_tags":["foliage","landscape","tropical","people","beach","serene"],"color_hex":"#008000","created_at":"2026-07-09T09:22:00"}
+{"mfr_sku":"ZB-SCENIC-FEUILLAGES-ET-OISEAUX","pattern_name":"Feuillages et oiseaux","pattern_name_fr":"Feuillages Et Oiseaux","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":"1,07m","image_url":"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-original-fond-blanc-jpeg-br.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/feuillages-et-oiseaux","description":"Custom sizes available Custom design increased or decreased Custom design specifications Design modification Over door panel Camaïeux or grisaille Printing on gold ground Different finishes and antique available","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-original-fond-blanc-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-original-fond-degrade-bleu-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-sepia-fond-blanc-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-original-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/feuillages-et-oiseaux-original-fond-jaune-jpeg-br.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/feuillages-et-oiseaux-original-fond-blanc-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/feuillages-et-oiseaux-original-fond-degrade-bleu-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/feuillages-et-oiseaux-sepia-fond-blanc-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/feuillages-et-oiseaux-original-jpeg-br-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/feuillages-et-oiseaux-original-fond-jaune-jpeg-br-460x285.jpg\"]","ai_colors":[{"hex":"#FF0000","name":"pink"},{"hex":"#008000","name":"green"},{"hex":"#6A5ACD","name":"purple"},{"hex":"#A52A2A","name":"brown"},{"hex":"#FFFFFF","name":"white"}],"ai_styles":["Botanical","Scenic"],"ai_tags":["foliage","flowers","birds","vines","natural","wallcovering"],"color_hex":"#FF0000","created_at":"2026-07-09T09:22:02"}
+{"mfr_sku":"ZB-SCENIC-LA-VIGIE","pattern_name":"La vigie","pattern_name_fr":"La Vigie","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/la-vigie-aa-original-jpeg-br-1.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/la-vigie","description":"Custom sizes available Custom design increased or decreased Custom design specifications Design modification Over door panel Camaïeux or grisaille Printing on gold ground Different finishes and antique available","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/la-vigie-aa-original-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/la-vigie-aa-original-jpeg-br-1-460x285.jpg\"]","ai_colors":[{"hex":"#B0C4DE","name":"Sky"},{"hex":"#A9A9A9","name":"Stone"},{"hex":"#1E90FF","name":"Water"}],"ai_styles":["Scenic","Mystical","Marine","Rustic"],"ai_tags":["castle","ocean","waves","seagulls","cloudy","dramatic"],"color_hex":"#8FBC8F","created_at":"2026-07-09T09:22:04"}
+{"mfr_sku":"ZB-SCENIC-PANIER-FLEURI","pattern_name":"Panier fleuri","pattern_name_fr":"Panier Fleuri","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":"0,47 m","image_url":"https://www.zuber.fr/images/panoramicvariant/panier-fleuri-aa-original-fond-degrade-jpeg-br-1.jpg","product_url":"https://www.zuber.fr/en/scenic-wallpapers/panier-fleuri","description":"· Number of lenghts: 5 · Standard height of lengths: 3,00 m · Extrement height of design: 2,19 m · Printing width of lengths: 0,47 m · Design width: 2,35 m · Juncture of widths 5 to 1","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/panier-fleuri-aa-original-fond-degrade-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/panier-fleuri-aa-gris-bleu-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/panier-fleuri-aa-original-jpeg-br-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/panier-fleuri-aa-original-fond-degrade-jpeg-br-1-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/panier-fleuri-aa-gris-bleu-jpeg-br-1-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/panier-fleuri-aa-original-jpeg-br-1-460x285.jpg\"]","ai_colors":[{"hex":"#ADD8E6","name":"Light Blue"},{"hex":"#FFC0CB","name":"Pink"},{"hex":"#9ACD32","name":"Green"},{"hex":"#A52A2A","name":"Brown"}],"ai_styles":["Chinoiserie","Botanical","Panoramic"],"ai_tags":["flowers","birds","butterflies","vases","landscape"],"color_hex":"#ADD8E6","created_at":"2026-07-09T09:22:06"}
+{"mfr_sku":"ZB-SCENIC-LA-FORET-DES-ARDENNES-RALLONGE","pattern_name":"La forêt des Ardennes (rallongé)","pattern_name_fr":"La Foret Des Ardennes Rallonge","color_name":null,"collection":"Scenic Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/panoramicvariant/foret-des-ardennes-gris-1.jpg","product_url":"https://www.zuber.fr/fr/decors-panoramiques/la-foret-des-ardennes-rallonge","description":"· Nombre de lés : 5 · Hauteur totale des lés : 3,00 m · Plus haut point d'impression : 2,44 m · Largeur d'impression : 0,538 m · Développement : 2,69 m · Raccord du lé 5 au lé 1","all_images":"[\"https://www.zuber.fr/images/panoramicvariant/foret-des-ardennes-gris-1.jpg\", \"https://www.zuber.fr/images/panoramicvariant/foret-des-ardennes-vert.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/foret-des-ardennes-gris-1-460x285.jpg\", \"https://www.zuber.fr/images/panoramicvariant/c/foret-des-ardennes-vert-460x285.jpg\"]","ai_colors":[{"hex":"#808080","name":"gray"},{"hex":"#FFFFFF","name":"white"}],"ai_styles":["Scenic","Botanical","Classical"],"ai_tags":["foliage","landscape","trees","scenery","classical"],"color_hex":"#808080","created_at":"2026-07-09T09:22:08"}
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\"https://www.zuber.fr/images/wallpapervariant/c/30005-c3-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c20.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c20-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c15.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c15-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-01-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-01-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-01-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-01-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-02-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-02-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-03-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-03-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-01-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-01-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-01-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-01-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-02-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-02-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-03-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-03-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-01-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-01-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-02-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-02-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-03-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-03-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-01-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-01-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-02-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-02-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-03-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-03-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-02-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-02-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-03-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-03-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-02-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-02-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-03-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-03-beige-347x454.jpg\"]","ai_colors":[{"hex":"#FFD700","name":"Gold"},{"hex":"#FFFFFF","name":"White"}],"ai_styles":["Geometric","Damask","Classical"],"ai_tags":["pattern","vintage","classy","elegant","decorative"],"color_hex":"#FFD700","created_at":"2026-07-09T09:30:45"}
+{"mfr_sku":"ZB-WALL-VOLGA","pattern_name":"Arabesque I & II","pattern_name_fr":"Volga","color_name":null,"collection":"Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/wallpapervariant/2902-blanc.jpg","product_url":"https://www.zuber.fr/en/wallpapers/volga","description":"Silkscreen hand printed wallpaper. All documents can be customized with the customer's colors. Also available as upholstery.","all_images":"[\"https://www.zuber.fr/images/wallpapervariant/2902-blanc.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-blanc-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-blanc.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-blanc-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-bleu.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-bleu-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-bleu.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-bleu-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-grenat.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-grenat-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-grenat.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-grenat-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-vert.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-vert-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-vert.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-vert-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-rouge.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-rouge-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-rouge.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-rouge-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-orange-brique.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-orange-brique-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-orange-brique.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-orange-brique-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c16.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c16-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c17.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c17-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30049-c10.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30049-c10-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30049-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30049-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c4.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c4-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c3.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c3-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c20.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c20-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c15.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c15-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-01-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-01-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-01-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-01-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-02-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-02-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-03-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-03-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-01-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-01-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-01-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-01-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-02-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-02-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-03-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-03-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-01-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-01-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-02-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-02-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-03-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-03-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-01-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-01-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-02-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-02-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-03-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-03-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-02-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-02-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-03-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-03-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-02-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-02-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-03-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-03-beige-347x454.jpg\"]","ai_colors":[{"hex":"#DAA520","name":"Gold"},{"hex":"#FFFFFF","name":"White"}],"ai_styles":["Geometric","Damask","Classical"],"ai_tags":["pattern","vintage","ornate","classical","decorative"],"color_hex":"#DAA520","created_at":"2026-07-09T09:30:48"}
+{"mfr_sku":"ZB-WALL-VIOLLET-LE-DUC","pattern_name":"Arabesque I & II","pattern_name_fr":"Viollet Le Duc","color_name":null,"collection":"Wallcoverings","product_type":"wallcovering","material":null,"width":null,"image_url":"https://www.zuber.fr/images/wallpapervariant/2902-blanc.jpg","product_url":"https://www.zuber.fr/en/wallpapers/viollet-le-duc","description":"Silkscreen hand printed wallpaper. All documents can be customized with the customer's colors. Also available as upholstery.","all_images":"[\"https://www.zuber.fr/images/wallpapervariant/2902-blanc.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-blanc-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-blanc.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-blanc-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-bleu.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-bleu-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-bleu.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-bleu-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-grenat.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-grenat-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-grenat.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-grenat-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-vert.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-vert-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-vert.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-vert-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-rouge.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-rouge-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-rouge.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-rouge-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/2902-orange-brique.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/2902-orange-brique-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/9090-orange-brique.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/9090-orange-brique-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c16.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c16-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/6854-c17.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/6854-c17-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30049-c10.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30049-c10-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30049-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30049-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c4.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c4-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c3.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c3-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c20.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c20-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c9.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c9-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/30005-c15.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/30005-c15-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-01-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-01-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-01-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-01-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-02-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-02-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0000_9255-03-gris.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0000_9255-03-gris-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-01-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-01-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-01-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-01-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-02-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-02-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0002_9255-03-jaune.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0002_9255-03-jaune-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-01-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-01-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-02-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-02-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0005_9255-03-amande.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0005_9255-03-amande-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-01-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-01-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-02-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-02-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0001_9255-03-tilleul.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0001_9255-03-tilleul-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-02-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-02-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0003_9255-03-celadon.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0003_9255-03-celadon-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-02-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-02-beige-347x454.jpg\", \"https://www.zuber.fr/images/wallpapervariant/_0004_9255-03-beige.jpg\", \"https://www.zuber.fr/images/wallpapervariant/c/_0004_9255-03-beige-347x454.jpg\"]","ai_colors":[{"hex":"#FFD700","name":"Gold"},{"hex":"#FFFFFF","name":"White"}],"ai_styles":["Geometric","Damask","Classical"],"ai_tags":["pattern","vintage","ornate","classy","elegant"],"color_hex":"#FFD700","created_at":"2026-07-09T09:30:51"}
diff --git a/scripts/export-jsonl.js b/scripts/export-jsonl.js
new file mode 100644
index 0000000..b43de38
--- /dev/null
+++ b/scripts/export-jsonl.js
@@ -0,0 +1,25 @@
+#!/usr/bin/env node
+/* Export full zuber_catalog (every column the viewer's load() consumes) LOCAL
+   dw_unified -> data/zuber.jsonl, one row per line. Uses psql (matching the
+   server's own psql/row_to_json query) so JSONL rows are byte-identical to what
+   the live psql path parses. Local read, $0. */
+const fs = require('fs');
+const path = require('path');
+const { execFileSync } = require('child_process');
+
+const PGURI = process.env.PGURI || 'postgresql://localhost/dw_unified';
+const OUT = path.join(__dirname, '..', 'data', 'zuber.jsonl');
+const Q = `SELECT json_agg(row_to_json(t)) FROM (
+  SELECT mfr_sku, pattern_name, pattern_name_fr, color_name, collection, product_type,
+    material, width, image_url, product_url, description,
+    coalesce(all_images,'') AS all_images,
+    ai_colors, ai_styles, ai_tags, color_hex,
+    to_char(coalesce(crawled_at, last_scraped, now()),'YYYY-MM-DD"T"HH24:MI:SS') AS created_at
+  FROM zuber_catalog ORDER BY id
+) t;`;
+
+const stdout = execFileSync('psql', [PGURI, '-tAqc', Q], { maxBuffer: 64 * 1024 * 1024 }).toString();
+const rows = JSON.parse(stdout.trim() || 'null') || [];
+fs.mkdirSync(path.dirname(OUT), { recursive: true });
+fs.writeFileSync(OUT, rows.map((r) => JSON.stringify(r)).join('\n') + '\n');
+console.log(`[zuber export] wrote ${rows.length} rows -> ${OUT}`);
diff --git a/server.js b/server.js
index 3c7457a..2ae35f6 100644
--- a/server.js
+++ b/server.js
@@ -6,12 +6,18 @@
 const express = require('express');
 const { execFile } = require('child_process');
 const path = require('path');
+const fs = require('fs');
 
 const PORT = process.env.PORT || 10074;
 const PGURI = process.env.PGURI || 'postgresql://localhost/dw_unified';
 const [AUTH_USER, AUTH_PASS] = (process.env.BASIC_AUTH || 'admin:DW2024!').split(':');
 const REFRESH_SEC = Number(process.env.REFRESH_INTERVAL_SEC || 300);
 
+// AUTO-DETECT data source: self-contained jsonl bundle (no DB/psql — Kamatera) vs
+// live psql (local). jsonl mode when DATA_SOURCE=jsonl OR the bundle exists.
+const JSONL = path.join(__dirname, 'data', 'zuber.jsonl');
+const USE_JSONL = process.env.DATA_SOURCE === 'jsonl' || (process.env.DATA_SOURCE !== 'pg' && fs.existsSync(JSONL));
+
 const app = express();
 app.use(require('compression')());
 
@@ -41,49 +47,63 @@ const Q = `SELECT json_agg(row_to_json(t)) FROM (
   FROM zuber_catalog ORDER BY id
 ) t;`;
 
+// Map raw catalog rows (from psql row_to_json OR the jsonl bundle — identical
+// shape) into the in-memory ROWS the API serves. Unchanged mapping across sources.
+function mapRows(raw) {
+  ROWS = raw.map((r, i) => {
+    let imgs = [];
+    if (r.all_images) { try { imgs = JSON.parse(r.all_images); } catch { imgs = []; } }
+    if (!imgs.length && r.image_url) imgs = [r.image_url];
+    const parseArr = (v) => Array.isArray(v) ? v : (typeof v === 'string' && v.trim() ? (() => { try { return JSON.parse(v); } catch { return []; } })() : []);
+    const aiColors = parseArr(r.ai_colors);
+    return {
+      idx: i,
+      sku: r.mfr_sku,
+      mfr_sku: r.mfr_sku,
+      pattern_name: r.pattern_name || r.mfr_sku,
+      pattern_name_fr: r.pattern_name_fr || null,
+      // zuber_catalog.color_name is null for all rows; fall back to the enriched
+      // ai_colors[0].name (the same pattern Gracie uses) so cards + Color sort have context.
+      color_name: r.color_name || (aiColors[0] && aiColors[0].name) || null,
+      collection: r.collection || null,
+      product_type: r.product_type || null,
+      material: r.material || null,
+      width: r.width || null,
+      image: r.image_url || imgs[0] || null,
+      images: imgs,
+      image_count: imgs.length,
+      product_url: r.product_url || null,
+      description: r.description || null,
+      ai_colors: aiColors,
+      ai_styles: parseArr(r.ai_styles),
+      ai_tags: parseArr(r.ai_tags),
+      color_hex: r.color_hex || (aiColors[0] && aiColors[0].hex) || null,
+      created_at: r.created_at || null,
+    };
+  });
+  LAST_REFRESH = new Date().toISOString();
+  console.log(`[zuber] loaded ${ROWS.length} products (source=${USE_JSONL ? 'jsonl' : 'psql'})`);
+}
+
 function load() {
+  if (USE_JSONL) {
+    try {
+      const raw = fs.readFileSync(JSONL, 'utf8').split('\n').filter(Boolean).map((l) => JSON.parse(l));
+      mapRows(raw);
+    } catch (e) { console.error('[zuber] jsonl load failed:', e.message); }
+    return;
+  }
   execFile('psql', [PGURI, '-tAqc', Q], { maxBuffer: 64 * 1024 * 1024 }, (err, stdout) => {
     if (err) { console.error('[zuber] load failed:', err.message); return; }
     try {
       const raw = JSON.parse(stdout.trim() || 'null') || [];
-      ROWS = raw.map((r, i) => {
-        let imgs = [];
-        if (r.all_images) { try { imgs = JSON.parse(r.all_images); } catch { imgs = []; } }
-        if (!imgs.length && r.image_url) imgs = [r.image_url];
-        const parseArr = (v) => Array.isArray(v) ? v : (typeof v === 'string' && v.trim() ? (() => { try { return JSON.parse(v); } catch { return []; } })() : []);
-        const aiColors = parseArr(r.ai_colors);
-        return {
-          idx: i,
-          sku: r.mfr_sku,
-          mfr_sku: r.mfr_sku,
-          pattern_name: r.pattern_name || r.mfr_sku,
-          pattern_name_fr: r.pattern_name_fr || null,
-          // zuber_catalog.color_name is null for all rows; fall back to the enriched
-          // ai_colors[0].name (the same pattern Gracie uses) so cards + Color sort have context.
-          color_name: r.color_name || (aiColors[0] && aiColors[0].name) || null,
-          collection: r.collection || null,
-          product_type: r.product_type || null,
-          material: r.material || null,
-          width: r.width || null,
-          image: r.image_url || imgs[0] || null,
-          images: imgs,
-          image_count: imgs.length,
-          product_url: r.product_url || null,
-          description: r.description || null,
-          ai_colors: aiColors,
-          ai_styles: parseArr(r.ai_styles),
-          ai_tags: parseArr(r.ai_tags),
-          color_hex: r.color_hex || (aiColors[0] && aiColors[0].hex) || null,
-          created_at: r.created_at || null,
-        };
-      });
-      LAST_REFRESH = new Date().toISOString();
-      console.log(`[zuber] loaded ${ROWS.length} products`);
+      mapRows(raw);
     } catch (e) { console.error('[zuber] parse failed:', e.message); }
   });
 }
 load();
-setInterval(load, REFRESH_SEC * 1000);
+// Only poll psql against a live DB; the jsonl bundle is static.
+if (!USE_JSONL) setInterval(load, REFRESH_SEC * 1000);
 
 // ---- facets (field-tab tables) -------------------------------------------
 function facets() {

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