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Part B: batch-2 fuzzy relink dry-run over 28 vendors (1491 raw / 536 net-new hi-conf), read-only

86779474bb37592a1c6eb50d9e871a7b4487c7c8 · 2026-06-21 19:19:07 -0700 · Steve

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commit 86779474bb37592a1c6eb50d9e871a7b4487c7c8
Author: Steve <steve@designerwallcoverings.com>
Date:   Sun Jun 21 19:19:07 2026 -0700

    Part B: batch-2 fuzzy relink dry-run over 28 vendors (1491 raw / 536 net-new hi-conf), read-only
---
 cost-relink-dryrun-batch2.py      |   205 +
 out/cost-relink-batch2-summary.md |    49 +
 out/cost-relink-diff-batch2.json  | 53612 ++++++++++++++++++++++++++++++++++++
 3 files changed, 53866 insertions(+)

diff --git a/cost-relink-dryrun-batch2.py b/cost-relink-dryrun-batch2.py
new file mode 100644
index 0000000..7424587
--- /dev/null
+++ b/cost-relink-dryrun-batch2.py
@@ -0,0 +1,205 @@
+#!/usr/bin/env python3
+"""
+Part B — BATCH 2 cost-relink dry-run for the 28 'join-bug-relink (fuzzy-heavy)'
+vendors. READ-ONLY. NO dw_unified writes. Owner: vp-dw-commerce, 2026-06-21.
+
+Same DTD A+B+C confidence scheme as Part A (cost-relink-dryrun.py Steps 4-5):
+  exact      = exact mfr_sku join to catalog cost col (>0)
+  fuzzy-high = Rule C: flagged pattern matches a catalog pattern whose colorways
+               ALL share ONE distinct cost -> unambiguous pattern->cost
+  review     = Rule B: flagged pattern matches a catalog pattern with >1 distinct
+               cost -> ambiguous, surfaced as a range for human review
+  unresolved = no pattern match
+
+Pricing mirrors the live drain:
+  Kravet-family -> MAP as-is (cost col already MAP/price_trade for those)
+  all others    -> round(cost / 0.65 / 0.85, 2)
+
+The catalog table + cost column per vendor come from out/vendor-classification.json
+(the same auto-classifier that bucketed them). Produces:
+  out/cost-relink-diff-batch2.json   full diff
+  out/cost-relink-batch2-summary.md  per-vendor recoverable counts
+"""
+import json, os, re, subprocess, sys, datetime
+from collections import defaultdict
+
+ROOT = os.path.dirname(os.path.abspath(__file__))
+OUT = os.path.join(ROOT, "out")
+CLASS = os.path.join(OUT, "vendor-classification.json")
+
+def psql(sql):
+    env = dict(os.environ); env.pop("PGPASSWORD", None); env.pop("DATABASE_URL", None)
+    r = subprocess.run(["psql", "-d", "dw_unified", "-tAF", "\t", "-f", "-"],
+                       input=sql, capture_output=True, text=True, env=env)
+    if r.returncode != 0:
+        raise RuntimeError(f"psql failed: {r.stderr.strip()[:400]}")
+    return [ln.split("\t") for ln in r.stdout.split("\n") if ln != ""]
+
+def q(v):
+    return "'" + str(v).replace("'", "''") + "'"
+
+KRAVET_FAM = {
+ 'Kravet','Kravet Couture','Kravet Design','Kravet Contract','Kravet Basics',
+ 'Lee Jofa','Lee Jofa Modern','Groundworks','Brunschwig & Fils','Cole & Son',
+ 'GP & J Baker','Colefax And Fowler','Colefax and Fowler','Clarke And Clarke',
+ 'Clarke & Clarke','Mulberry','Mulberry Home','Threads','Baker Lifestyle',
+ 'Andrew Martin','Nicolette Mayer','Aerin','Barclay Butera','Thom Filicia',
+ 'Gaston Y Daniela','Gaston y Daniela','Donghia'}
+
+def norm(s):
+    if s is None: return ''
+    s = s.lower().strip()
+    s = re.sub(r'\bcolou?rway\b', '', s)
+    s = re.sub(r'[^a-z0-9]+', ' ', s).strip()
+    return s
+
+def roll_price(cost):
+    return round(cost / 0.65 / 0.85, 2)
+
+def relink_vendor(vendor, table, col):
+    kf = vendor in KRAVET_FAM
+    flagged = psql(f"""
+      SELECT COALESCE(NULLIF(g.dw_sku,''), g.mfr_sku), g.mfr_sku,
+             replace(COALESCE(sp.pattern_name,''), E'\\t', ' '),
+             replace(COALESCE(sp.title,''),        E'\\t', ' ')
+      FROM active_five_field_gaps g
+      LEFT JOIN shopify_products sp ON sp.dw_sku=g.dw_sku AND NULLIF(g.dw_sku,'') IS NOT NULL
+      WHERE g.priceable IS NOT TRUE AND g.vendor={q(vendor)};""")
+    cat = psql(f"""
+      SELECT upper(mfr_sku),
+             replace(COALESCE(pattern_name,''), E'\\t', ' '),
+             replace(COALESCE(color_name,''),   E'\\t', ' '),
+             {col}
+      FROM {table} WHERE ({col})::numeric > 0;""")
+    cat_by_mfr = {}
+    pat_costs = defaultdict(set)
+    for row in cat:
+        if len(row) < 4: continue
+        mfr, pat, colr, cost = row[0], row[1], row[2], row[3]
+        try: cost = float(cost)
+        except: continue
+        cat_by_mfr[mfr] = (cost, pat, colr)
+        pat_costs[norm(pat)].add(round(cost, 2))
+
+    diff = []
+    n_exact = n_high = n_review = n_unres = 0
+    for fr in flagged:
+        if len(fr) < 4: continue
+        dw, mfr, pat, title = fr[0], fr[1], fr[2], fr[3]
+        np_ = norm(pat)
+        row = {'dw_sku': dw, 'vendor': vendor, 'mfr_sku': mfr, 'flagged_pattern': pat}
+        ex = cat_by_mfr.get((mfr or '').upper())
+        if ex:
+            cost, cpat, ccolr = ex
+            price = cost if kf else roll_price(cost)
+            row.update({'match_confidence': 'exact', 'matched_pattern': cpat,
+                        'matched_color': ccolr, 'sourced_cost': round(cost, 2),
+                        'computed_price': price,
+                        'price_basis': 'MAP' if kf else 'cost/0.65/0.85'})
+            diff.append(row); n_exact += 1; continue
+        if np_ and np_ in pat_costs:
+            costs = pat_costs[np_]
+            if len(costs) == 1:
+                cost = next(iter(costs))
+                price = cost if kf else roll_price(cost)
+                row.update({'match_confidence': 'fuzzy-high', 'matched_pattern': pat,
+                            'matched_color': '(pattern-consistent cost)',
+                            'sourced_cost': round(cost, 2), 'computed_price': price,
+                            'price_basis': 'MAP' if kf else 'cost/0.65/0.85',
+                            'rule': 'C: single cost across colorways'})
+                diff.append(row); n_high += 1; continue
+            else:
+                lo, hi = min(costs), max(costs)
+                plo = lo if kf else roll_price(lo)
+                phi = hi if kf else roll_price(hi)
+                row.update({'match_confidence': 'review', 'matched_pattern': pat,
+                            'matched_color': '(multi-cost pattern)',
+                            'sourced_cost_range': [round(lo, 2), round(hi, 2)],
+                            'computed_price_range': [plo, phi],
+                            'price_basis': 'MAP' if kf else 'cost/0.65/0.85',
+                            'rule': 'B: pattern has >1 distinct cost'})
+                diff.append(row); n_review += 1; continue
+        row.update({'match_confidence': 'unresolved', 'matched_pattern': None,
+                    'sourced_cost': None, 'computed_price': None})
+        diff.append(row); n_unres += 1
+    return diff, {'flagged': len(flagged), 'exact': n_exact, 'fuzzy_high': n_high,
+                  'review': n_review, 'unresolved': n_unres,
+                  'catalog_cost_col': f'{table}.{col}', 'kravet_family': kf}
+
+def main():
+    cls = json.load(open(CLASS))
+    vendors = [v for v in cls['vendors'] if v['bucket'] == 'join-bug-relink (fuzzy-heavy)']
+    assert len(vendors) == 28, f"expected 28 fuzzy-heavy, got {len(vendors)}"
+
+    all_diff = []
+    summary = {}
+    for v in vendors:
+        vendor, table, col = v['vendor'], v['catalog_table'], v['cost_col']
+        if not table or not col:
+            summary[vendor] = {'error': 'no catalog table/col', 'flagged': v['flagged']}
+            continue
+        try:
+            diff, s = relink_vendor(vendor, table, col)
+        except Exception as e:
+            summary[vendor] = {'error': str(e)[:200], 'flagged': v['flagged']}
+            continue
+        for d in diff: all_diff.append(d)
+        summary[vendor] = s
+        print(f"  {vendor:<30} exact={s['exact']:<4} fuzzy-high={s['fuzzy_high']:<4} "
+              f"review={s['review']:<4} unres={s['unresolved']}", file=sys.stderr)
+
+    tot = {
+        'exact': sum(1 for d in all_diff if d.get('match_confidence') == 'exact'),
+        'fuzzy_high': sum(1 for d in all_diff if d.get('match_confidence') == 'fuzzy-high'),
+        'review': sum(1 for d in all_diff if d.get('match_confidence') == 'review'),
+        'unresolved': sum(1 for d in all_diff if d.get('match_confidence') == 'unresolved'),
+        'rows': len(all_diff),
+    }
+    tot['recoverable_high_confidence'] = tot['exact'] + tot['fuzzy_high']
+    payload = {
+        'generatedAt': datetime.datetime.now(datetime.timezone.utc).isoformat(),
+        'note': 'READ-ONLY dry-run. NO dw_unified writes. Batch-2 review diff.',
+        'confidence_scheme': 'DTD A+B+C (same as Part A batch 1)',
+        'pricing': 'Kravet-family -> MAP; others -> round(cost/0.65/0.85, 2)',
+        'vendor_count': len(vendors),
+        'totals': tot,
+        'per_vendor': summary,
+        'diff': all_diff,
+    }
+    json.dump(payload, open(os.path.join(OUT, 'cost-relink-diff-batch2.json'), 'w'), indent=2)
+
+    # ---- markdown summary ----
+    lines = []
+    lines.append("# Cost-Relink BATCH 2 — Fuzzy-Heavy Vendors Review Diff")
+    lines.append("")
+    lines.append(f"Generated: {payload['generatedAt']} · READ-ONLY · $0 (local SQL) · NO writes")
+    lines.append(f"Confidence: DTD A+B+C (same scheme as batch 1)")
+    lines.append("")
+    lines.append("## Headline")
+    lines.append(f"- Vendors: {len(vendors)} (the 'join-bug-relink fuzzy-heavy' bucket).")
+    lines.append(f"- Rows examined: {tot['rows']}.")
+    lines.append(f"- RECOVERABLE high-confidence: **{tot['recoverable_high_confidence']}** "
+                 f"(exact {tot['exact']} + fuzzy-high {tot['fuzzy_high']}).")
+    lines.append(f"- Review (ambiguous, needs human): {tot['review']}.")
+    lines.append(f"- Unresolved (rescrape, not relink): {tot['unresolved']}.")
+    lines.append("")
+    lines.append("## Per-vendor (sorted by recoverable)")
+    lines.append("| Vendor | Flagged | Exact | Fuzzy-High | Recoverable | Review | Unresolved | Kravet? |")
+    lines.append("|---|---|---|---|---|---|---|---|")
+    rows = []
+    for vendor, s in summary.items():
+        if 'error' in s:
+            rows.append((0, f"| {vendor} | {s.get('flagged','?')} | ERR | ERR | 0 | 0 | 0 | — |"))
+            continue
+        rec = s['exact'] + s['fuzzy_high']
+        rows.append((rec, f"| {vendor} | {s['flagged']} | {s['exact']} | {s['fuzzy_high']} | "
+                          f"**{rec}** | {s['review']} | {s['unresolved']} | "
+                          f"{'yes' if s['kravet_family'] else 'no'} |"))
+    for _, line in sorted(rows, key=lambda x: -x[0]):
+        lines.append(line)
+    open(os.path.join(OUT, 'cost-relink-batch2-summary.md'), 'w').write("\n".join(lines) + "\n")
+
+    print(json.dumps(tot, indent=2))
+
+if __name__ == "__main__":
+    main()
diff --git a/out/cost-relink-batch2-summary.md b/out/cost-relink-batch2-summary.md
new file mode 100644
index 0000000..c1e51c3
--- /dev/null
+++ b/out/cost-relink-batch2-summary.md
@@ -0,0 +1,49 @@
+# Cost-Relink BATCH 2 — Fuzzy-Heavy Vendors Review Diff
+
+Generated: 2026-06-22T02:18:36.262264+00:00 · READ-ONLY · $0 (local SQL) · NO writes
+Confidence: DTD A+B+C (same scheme as batch 1)
+
+## Headline
+- Vendors: 28 (the 'join-bug-relink fuzzy-heavy' bucket).
+- Rows examined: 4854.
+- RECOVERABLE high-confidence: **1491** (exact 235 + fuzzy-high 1256).
+- Review (ambiguous, needs human): 61.
+- Unresolved (rescrape, not relink): 3302.
+
+## Per-vendor (sorted by recoverable)
+| Vendor | Flagged | Exact | Fuzzy-High | Recoverable | Review | Unresolved | Kravet? |
+|---|---|---|---|---|---|---|---|
+| Rebel Walls | 1181 | 27 | 619 | **646** | 3 | 532 | no |
+| Scalamandre Wallpaper | 960 | 15 | 407 | **422** | 57 | 481 | no |
+| Wolf Gordon | 269 | 0 | 223 | **223** | 0 | 46 | no |
+| Marburg | 112 | 90 | 0 | **90** | 0 | 22 | no |
+| Innovations USA | 105 | 49 | 1 | **50** | 0 | 55 | no |
+| Versace | 67 | 40 | 0 | **40** | 0 | 27 | no |
+| Nina Campbell | 557 | 8 | 0 | **8** | 0 | 549 | no |
+| Schumacher | 537 | 0 | 4 | **4** | 0 | 533 | no |
+| Romo | 11 | 3 | 0 | **3** | 0 | 8 | no |
+| Thibaut | 246 | 1 | 1 | **2** | 0 | 244 | no |
+| Malibu Wallpaper | 70 | 2 | 0 | **2** | 0 | 68 | no |
+| Anna French | 357 | 0 | 1 | **1** | 0 | 356 | no |
+| Sandberg | 154 | 0 | 0 | **0** | 0 | 154 | no |
+| Roberto Cavalli Wallpaper | 149 | 0 | 0 | **0** | 0 | 149 | no |
+| Dolce & Gabbana | 27 | 0 | 0 | **0** | 0 | 27 | no |
+| William Morris | 13 | 0 | 0 | **0** | 0 | 13 | no |
+| Hygge & West | 10 | 0 | 0 | **0** | 0 | 10 | no |
+| NLXL | 9 | 0 | 0 | **0** | 0 | 9 | no |
+| Jeffrey Stevens | 6 | 0 | 0 | **0** | 0 | 6 | no |
+| Malibu | 6 | 0 | 0 | **0** | 0 | 6 | no |
+| Zoffany | 1 | 0 | 0 | **0** | 0 | 1 | no |
+| Scalamandre Fabrics | 1 | 0 | 0 | **0** | 0 | 1 | no |
+| Farrow & Ball | 1 | 0 | 0 | **0** | 0 | 1 | no |
+| Studio Ditte | 1 | 0 | 0 | **0** | 0 | 1 | no |
+| Threads | 1 | 0 | 0 | **0** | 1 | 0 | yes |
+| Rebel Studio | 1 | 0 | 0 | **0** | 0 | 1 | no |
+| Clarke And Clarke | 1 | 0 | 0 | **0** | 0 | 1 | yes |
+| Contrado | 1 | 0 | 0 | **0** | 0 | 1 | no |
+
+## Net-new vs batch 1
+- Raw recoverable high-confidence: **1491**.
+- NET-NEW high-confidence (excluding the 1086 dw_skus already loaded by Part A batch 1): **536**.
+  - The ~955 overlap is Rebel Walls + part of Scalamandre, already loaded + queued in batch 1.
+- Net-new by vendor: Wolf Gordon 223, Scalamandre Wallpaper 113, Marburg 90, Innovations USA 50, Versace 40, Nina Campbell 8, Schumacher 4, Romo 3, Thibaut 2, Malibu Wallpaper 2.
diff --git a/out/cost-relink-diff-batch2.json b/out/cost-relink-diff-batch2.json
new file mode 100644
index 0000000..3f98816
--- /dev/null
+++ b/out/cost-relink-diff-batch2.json
@@ -0,0 +1,53612 @@
+{
+  "generatedAt": "2026-06-22T02:18:36.262264+00:00",
+  "note": "READ-ONLY dry-run. NO dw_unified writes. Batch-2 review diff.",
+  "confidence_scheme": "DTD A+B+C (same as Part A batch 1)",
+  "pricing": "Kravet-family -> MAP; others -> round(cost/0.65/0.85, 2)",
+  "vendor_count": 28,
+  "totals": {
+    "exact": 235,
+    "fuzzy_high": 1256,
+    "review": 61,
+    "unresolved": 3302,
+    "rows": 4854,
+    "recoverable_high_confidence": 1491,
+    "net_new_high_confidence_excl_batch1": 536,
+    "net_new_by_vendor": {
+      "Wolf Gordon": 223,
+      "Scalamandre Wallpaper": 113,
+      "Marburg": 90,
+      "Innovations USA": 50,
+      "Versace": 40,
+      "Nina Campbell": 8,
+      "Schumacher": 4,
+      "Romo": 3,
+      "Thibaut": 2,
+      "Malibu Wallpaper": 2,
+      "Anna French": 1
+    }
+  },
+  "per_vendor": {
+    "Rebel Walls": {
+      "flagged": 1181,
+      "exact": 27,
+      "fuzzy_high": 619,
+      "review": 3,
+      "unresolved": 532,
+      "catalog_cost_col": "rebel_walls_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Scalamandre Wallpaper": {
+      "flagged": 960,
+      "exact": 15,
+      "fuzzy_high": 407,
+      "review": 57,
+      "unresolved": 481,
+      "catalog_cost_col": "scalamandre_catalog.price_trade",
+      "kravet_family": false
+    },
+    "Nina Campbell": {
+      "flagged": 557,
+      "exact": 8,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 549,
+      "catalog_cost_col": "nina_campbell_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Schumacher": {
+      "flagged": 537,
+      "exact": 0,
+      "fuzzy_high": 4,
+      "review": 0,
+      "unresolved": 533,
+      "catalog_cost_col": "schumacher_catalog.retail_price",
+      "kravet_family": false
+    },
+    "Anna French": {
+      "flagged": 357,
+      "exact": 0,
+      "fuzzy_high": 1,
+      "review": 0,
+      "unresolved": 356,
+      "catalog_cost_col": "anna_french_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Wolf Gordon": {
+      "flagged": 269,
+      "exact": 0,
+      "fuzzy_high": 223,
+      "review": 0,
+      "unresolved": 46,
+      "catalog_cost_col": "wolf_gordon_catalog.price_trade",
+      "kravet_family": false
+    },
+    "Thibaut": {
+      "flagged": 246,
+      "exact": 1,
+      "fuzzy_high": 1,
+      "review": 0,
+      "unresolved": 244,
+      "catalog_cost_col": "thibaut_catalog.our_price",
+      "kravet_family": false
+    },
+    "Sandberg": {
+      "flagged": 154,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 154,
+      "catalog_cost_col": "sandberg_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Roberto Cavalli Wallpaper": {
+      "flagged": 149,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 149,
+      "catalog_cost_col": "roberto_cavalli_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Marburg": {
+      "flagged": 112,
+      "exact": 90,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 22,
+      "catalog_cost_col": "marburg_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Innovations USA": {
+      "flagged": 105,
+      "exact": 49,
+      "fuzzy_high": 1,
+      "review": 0,
+      "unresolved": 55,
+      "catalog_cost_col": "innovations_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Malibu Wallpaper": {
+      "flagged": 70,
+      "exact": 2,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 68,
+      "catalog_cost_col": "malibu_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Versace": {
+      "flagged": 67,
+      "exact": 40,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 27,
+      "catalog_cost_col": "versace_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Dolce & Gabbana": {
+      "flagged": 27,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 27,
+      "catalog_cost_col": "dolce_gabbana_catalog.price_retail",
+      "kravet_family": false
+    },
+    "William Morris": {
+      "flagged": 13,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 13,
+      "catalog_cost_col": "william_morris_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Romo": {
+      "flagged": 11,
+      "exact": 3,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 8,
+      "catalog_cost_col": "romo_catalog.net_cost",
+      "kravet_family": false
+    },
+    "Hygge & West": {
+      "flagged": 10,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 10,
+      "catalog_cost_col": "hygge_catalog.price_retail",
+      "kravet_family": false
+    },
+    "NLXL": {
+      "flagged": 9,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 9,
+      "catalog_cost_col": "nlxl_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Jeffrey Stevens": {
+      "flagged": 6,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 6,
+      "catalog_cost_col": "jeffrey_stevens_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Malibu": {
+      "flagged": 6,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 6,
+      "catalog_cost_col": "malibu_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Zoffany": {
+      "flagged": 1,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 1,
+      "catalog_cost_col": "zoffany_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Scalamandre Fabrics": {
+      "flagged": 1,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 1,
+      "catalog_cost_col": "scalamandre_catalog.price_trade",
+      "kravet_family": false
+    },
+    "Farrow & Ball": {
+      "flagged": 1,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 1,
+      "catalog_cost_col": "farrow_ball_catalog.price_gbp",
+      "kravet_family": false
+    },
+    "Studio Ditte": {
+      "flagged": 1,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 1,
+      "catalog_cost_col": "studio_printworks_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Threads": {
+      "flagged": 1,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 1,
+      "unresolved": 0,
+      "catalog_cost_col": "threads_catalog.price_trade",
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+    {
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+    {
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+      "vendor": "Rebel Walls",
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+      "mfr_sku": "CHIANG MAI DRAGON 18\" PILLOW Aquamarine",
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+    },
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+      "dw_sku": "DWPIL-3514",
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+      "mfr_sku": "INK SPLASH 18\" PILLOW Red&Blue",
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+    },
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+      "dw_sku": "DWPIL-3524",
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+      "dw_sku": "DWPIL-3544",
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+      "mfr_sku": "ISLA HAND EMBROIDERY 16\" PILLOW Sky",
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+    },
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+      "dw_sku": "DWPIL-3554",
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+      "mfr_sku": "ISOLDE STRIPE 16\" PILLOW Yellow",
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+    {
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+    {
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+    {
+      "dw_sku": "DWPIL-3584",
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+      "computed_price": null
+    },
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+      "dw_sku": "DWPIL-3594",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3604",
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+      "mfr_sku": "JACKIE APPLIQUE 20\" PILLOW Natural",
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+    {
+      "dw_sku": "DWPIL-3614",
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+      "mfr_sku": "JAHANARA CARPET 20\" PILLOW Jade",
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+    },
+    {
+      "dw_sku": "DWPIL-3624",
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+      "mfr_sku": "JAIPUR LINEN EMBROIDERY PILLOW Flax",
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+    {
+      "dw_sku": "DWPIL-3644",
+      "vendor": "Schumacher",
+      "mfr_sku": "JAKE PILLOW Quiet",
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+    {
+      "dw_sku": "DWPIL-3674",
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+      "mfr_sku": "JAKE PILLOW Quiet",
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+      "match_confidence": "unresolved",
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+    },
+    {
+      "dw_sku": "DWPIL-3684",
+      "vendor": "Schumacher",
+      "mfr_sku": "JANIS VELVET PILLOW Blue",
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+      "dw_sku": "DWPIL-3694",
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+      "mfr_sku": "JANIS VELVET PILLOW Blue",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3704",
+      "vendor": "Schumacher",
+      "mfr_sku": "JENNIE VELVET BOLSTER PILLOW Midnight&Magenta",
+      "flagged_pattern": "Jennie Velvet Pillow Peacock&Celadon",
+      "match_confidence": "unresolved",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3724",
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+      "mfr_sku": "JENNIE VELVET BOLSTER PILLOW Peacock&Celadon",
+      "flagged_pattern": "Jokhang Tiger Velvet 18\" Pillow Brown&Black",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3734",
+      "vendor": "Schumacher",
+      "mfr_sku": "JENNIE VELVET PILLOW Peacock&Celadon",
+      "flagged_pattern": "Jokhang Tiger Velvet 18\" Pillow Peacock&Olive",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWPIL-3744",
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+      "mfr_sku": "JOKHANG TIGER VELVET PILLOW Brown&Black",
+      "flagged_pattern": "Jokhang Tiger Velvet Pillow Brown&Black",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3754",
+      "vendor": "Schumacher",
+      "mfr_sku": "JUNO 18\" PILLOW Blanc",
+      "flagged_pattern": "Juno 18\" Pillow Blanc",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3764",
+      "vendor": "Schumacher",
+      "mfr_sku": "KANDIRA 18\" PILLOW Blues",
+      "flagged_pattern": "Kandira 18\" Pillow Blues",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
+      "computed_price": null
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+    {
+      "dw_sku": "DWPIL-3774",
+      "vendor": "Schumacher",
+      "mfr_sku": "JOKHANG TIGER VELVET PILLOW Brown&Black",
+      "flagged_pattern": "Kandira 22\" Pillow Peacock",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3784",
+      "vendor": "Schumacher",
+      "mfr_sku": "KASHGAR VELVET IKAT 20\" PILLOW Peacock&Emerald",
+      "flagged_pattern": "Kashgar Velvet Ikat 20\" Pillow Peacock&Emerald",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWPIL-3794",
+      "vendor": "Schumacher",
+      "mfr_sku": "KATAMA 20\" PILLOW Sky",
+      "flagged_pattern": "Katama 20\" Pillow Sky",
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+      "dw_sku": "DWSS-72526",
+      "vendor": "Sandberg",
+      "mfr_sku": "P516-59",
+      "flagged_pattern": "Magnus light beige Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72529",
+      "vendor": "Sandberg",
+      "mfr_sku": "P517-71",
+      "flagged_pattern": "Rut dark grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72530",
+      "vendor": "Sandberg",
+      "mfr_sku": "P522-31",
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+      "match_confidence": "unresolved",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72534",
+      "vendor": "Sandberg",
+      "mfr_sku": "P526-16",
+      "flagged_pattern": "William light blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72535",
+      "vendor": "Sandberg",
+      "mfr_sku": "P526-76",
+      "flagged_pattern": "William blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72536",
+      "vendor": "Sandberg",
+      "mfr_sku": "P549-31",
+      "flagged_pattern": "Gaston grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72537",
+      "vendor": "Sandberg",
+      "mfr_sku": "P549-38",
+      "flagged_pattern": "Gaston green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72538",
+      "vendor": "Sandberg",
+      "mfr_sku": "P549-76",
+      "flagged_pattern": "Gaston blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72540",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-01",
+      "flagged_pattern": "Sten offwhite Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72541",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-03",
+      "flagged_pattern": "Sten light pink Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72542",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-09",
+      "flagged_pattern": "Sten cream Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72543",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-11",
+      "flagged_pattern": "Sten light grey Sample",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72544",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-41",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72545",
+      "vendor": "Sandberg",
+      "mfr_sku": "P583-88",
+      "flagged_pattern": "Sten dark green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72546",
+      "vendor": "Sandberg",
+      "mfr_sku": "P586-03",
+      "flagged_pattern": "Mandaleen pink Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72547",
+      "vendor": "Sandberg",
+      "mfr_sku": "P589-81",
+      "flagged_pattern": "Leonard black Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72548",
+      "vendor": "Sandberg",
+      "mfr_sku": "P595-21",
+      "flagged_pattern": "Fredsfaglar grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72549",
+      "vendor": "Sandberg",
+      "mfr_sku": "P595-28",
+      "flagged_pattern": "Fredsfaglar green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72550",
+      "vendor": "Sandberg",
+      "mfr_sku": "P595-56",
+      "flagged_pattern": "Fredsfaglar blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72551",
+      "vendor": "Sandberg",
+      "mfr_sku": "P597-31",
+      "flagged_pattern": "Dromstigen grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72555",
+      "vendor": "Sandberg",
+      "mfr_sku": "P618-05",
+      "flagged_pattern": "Gryning grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72556",
+      "vendor": "Sandberg",
+      "mfr_sku": "P622-08",
+      "flagged_pattern": "Skog forest green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72561",
+      "vendor": "Sandberg",
+      "mfr_sku": "P624-04",
+      "flagged_pattern": "Growing garden Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72570",
+      "vendor": "Sandberg",
+      "mfr_sku": "P632-04",
+      "flagged_pattern": "Fjordbyen blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72571",
+      "vendor": "Sandberg",
+      "mfr_sku": "P632-04FS",
+      "flagged_pattern": "Fjordbyen blue 270x1 sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72572",
+      "vendor": "Sandberg",
+      "mfr_sku": "P633-08",
+      "flagged_pattern": "Osterbro black Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72574",
+      "vendor": "Sandberg",
+      "mfr_sku": "P634-01",
+      "flagged_pattern": "Kallio black sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72575",
+      "vendor": "Sandberg",
+      "mfr_sku": "P634-01FS",
+      "flagged_pattern": "Kallio black 108x45c sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72580",
+      "vendor": "Sandberg",
+      "mfr_sku": "P638-01",
+      "flagged_pattern": "Ilse green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72582",
+      "vendor": "Sandberg",
+      "mfr_sku": "P639-04",
+      "flagged_pattern": "Lene pink Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72583",
+      "vendor": "Sandberg",
+      "mfr_sku": "P639-04FS",
+      "flagged_pattern": "Lene pink sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72585",
+      "vendor": "Sandberg",
+      "mfr_sku": "P640-04FS",
+      "flagged_pattern": "Aralia green 270x180 sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72586",
+      "vendor": "Sandberg",
+      "mfr_sku": "P643-04",
+      "flagged_pattern": "Morangen indigo blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72588",
+      "vendor": "Sandberg",
+      "mfr_sku": "P644-06",
+      "flagged_pattern": "Wabi sabi Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72589",
+      "vendor": "Sandberg",
+      "mfr_sku": "P644-16",
+      "flagged_pattern": "Wabi sabi moonless Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72594",
+      "vendor": "Sandberg",
+      "mfr_sku": "P647-04",
+      "flagged_pattern": "Marieberg blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72595",
+      "vendor": "Sandberg",
+      "mfr_sku": "P647-04FS",
+      "flagged_pattern": "Marieberg blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72596",
+      "vendor": "Sandberg",
+      "mfr_sku": "P648-05",
+      "flagged_pattern": "Ljung light grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72603",
+      "vendor": "Sandberg",
+      "mfr_sku": "P651-11",
+      "flagged_pattern": "Sandra powder white Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72606",
+      "vendor": "Sandberg",
+      "mfr_sku": "P651-26CS",
+      "flagged_pattern": "Sandra misty blue CS",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72612",
+      "vendor": "Sandberg",
+      "mfr_sku": "P654-21",
+      "flagged_pattern": "Emilia Ilke Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72614",
+      "vendor": "Sandberg",
+      "mfr_sku": "P656-47",
+      "flagged_pattern": "Sofia Wood skye sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72616",
+      "vendor": "Sandberg",
+      "mfr_sku": "P657-31",
+      "flagged_pattern": "Lofstad slott graphite sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72617",
+      "vendor": "Sandberg",
+      "mfr_sku": "P658-31",
+      "flagged_pattern": "Oak view graphite sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72621",
+      "vendor": "Sandberg",
+      "mfr_sku": "P661-28",
+      "flagged_pattern": "Aino sage green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72622",
+      "vendor": "Sandberg",
+      "mfr_sku": "P661-36",
+      "flagged_pattern": "Aino misty blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72628",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-01",
+      "flagged_pattern": "Kristina white Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72629",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-19",
+      "flagged_pattern": "Kristina beige Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72630",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-21",
+      "flagged_pattern": "Kristina light grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72631",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-31",
+      "flagged_pattern": "Kristina grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72632",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-51",
+      "flagged_pattern": "Kristina dark grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72633",
+      "vendor": "Sandberg",
+      "mfr_sku": "P700-56",
+      "flagged_pattern": "Kristina blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72635",
+      "vendor": "Sandberg",
+      "mfr_sku": "P701-66",
+      "flagged_pattern": "Emilia dark blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72636",
+      "vendor": "Sandberg",
+      "mfr_sku": "P702-04",
+      "flagged_pattern": "Einar pink Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72637",
+      "vendor": "Sandberg",
+      "mfr_sku": "P702-21",
+      "flagged_pattern": "Einar light grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72639",
+      "vendor": "Sandberg",
+      "mfr_sku": "P702-56",
+      "flagged_pattern": "Einar blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72640",
+      "vendor": "Sandberg",
+      "mfr_sku": "P703-08",
+      "flagged_pattern": "Vera green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72641",
+      "vendor": "Sandberg",
+      "mfr_sku": "P704-00",
+      "flagged_pattern": "Nils white Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72642",
+      "vendor": "Sandberg",
+      "mfr_sku": "P704-21",
+      "flagged_pattern": "Nils grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72643",
+      "vendor": "Sandberg",
+      "mfr_sku": "P704-34",
+      "flagged_pattern": "Nils light red Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72644",
+      "vendor": "Sandberg",
+      "mfr_sku": "P704-66",
+      "flagged_pattern": "Nils blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72645",
+      "vendor": "Sandberg",
+      "mfr_sku": "P705-07",
+      "flagged_pattern": "Ida light turquoise Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72646",
+      "vendor": "Sandberg",
+      "mfr_sku": "P705-21",
+      "flagged_pattern": "Ida light grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72647",
+      "vendor": "Sandberg",
+      "mfr_sku": "P705-91",
+      "flagged_pattern": "Ida black Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72648",
+      "vendor": "Sandberg",
+      "mfr_sku": "P706-31",
+      "flagged_pattern": "Harsyra grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72649",
+      "vendor": "Sandberg",
+      "mfr_sku": "P706-48",
+      "flagged_pattern": "Harsyra green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72650",
+      "vendor": "Sandberg",
+      "mfr_sku": "P707-21",
+      "flagged_pattern": "Murgr\u00f6na light grey Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72652",
+      "vendor": "Sandberg",
+      "mfr_sku": "P707-67",
+      "flagged_pattern": "Murgrona turquoise Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72653",
+      "vendor": "Sandberg",
+      "mfr_sku": "P708-01",
+      "flagged_pattern": "Simons Ang white Sample",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72654",
+      "vendor": "Sandberg",
+      "mfr_sku": "P708-89",
+      "flagged_pattern": "Simons Ang brown Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72655",
+      "vendor": "Sandberg",
+      "mfr_sku": "P709-38",
+      "flagged_pattern": "Hassel green Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72656",
+      "vendor": "Sandberg",
+      "mfr_sku": "P709-59",
+      "flagged_pattern": "Hassel brown Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72657",
+      "vendor": "Sandberg",
+      "mfr_sku": "P709-78",
+      "flagged_pattern": "Hassel dark green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72658",
+      "vendor": "Sandberg",
+      "mfr_sku": "P710-22",
+      "flagged_pattern": "Bok yellow Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72659",
+      "vendor": "Sandberg",
+      "mfr_sku": "P710-28",
+      "flagged_pattern": "Bok light green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72660",
+      "vendor": "Sandberg",
+      "mfr_sku": "P710-86",
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+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72661",
+      "vendor": "Sandberg",
+      "mfr_sku": "P710-88",
+      "flagged_pattern": "Bok dark green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72662",
+      "vendor": "Sandberg",
+      "mfr_sku": "P800-41",
+      "flagged_pattern": "Christian bronze Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72663",
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+      "mfr_sku": "P800-88",
+      "flagged_pattern": "Christian green Sample",
+      "match_confidence": "unresolved",
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+    },
+    {
+      "dw_sku": "DWSS-72664",
+      "vendor": "Sandberg",
+      "mfr_sku": "P800-94",
+      "flagged_pattern": "Christian dark red Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72665",
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+    },
+    {
+      "dw_sku": "DWSS-72666",
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+      "mfr_sku": "P801-29",
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+    },
+    {
+      "dw_sku": "DWSS-72667",
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+      "mfr_sku": "P801-78",
+      "flagged_pattern": "Marie green Sample",
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+    },
+    {
+      "dw_sku": "DWSS-72668",
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+      "mfr_sku": "P802-19",
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+    },
+    {
+      "dw_sku": "DWSS-72670",
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+      "mfr_sku": "P802-56",
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+    },
+    {
+      "dw_sku": "DWSS-72671",
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+      "mfr_sku": "P803-18",
+      "flagged_pattern": "Ginkgo light green Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72672",
+      "vendor": "Sandberg",
+      "mfr_sku": "P803-56",
+      "flagged_pattern": "Ginkgo blue Sample",
+      "match_confidence": "unresolved",
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+    },
+    {
+      "dw_sku": "DWSS-72682",
+      "vendor": "Sandberg",
+      "mfr_sku": "P807-21",
+      "flagged_pattern": "Karolina light grey Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72685",
+      "vendor": "Sandberg",
+      "mfr_sku": "P807-76",
+      "flagged_pattern": "Karolina dark blue Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72686",
+      "vendor": "Sandberg",
+      "mfr_sku": "P808-11",
+      "flagged_pattern": "Fredrik cream Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72687",
+      "vendor": "Sandberg",
+      "mfr_sku": "P808-21",
+      "flagged_pattern": "Fredrik grey Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72688",
+      "vendor": "Sandberg",
+      "mfr_sku": "P808-22",
+      "flagged_pattern": "Fredrik yellow Sample",
+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72689",
+      "vendor": "Sandberg",
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+      "flagged_pattern": "Alva sandstone sample",
+      "match_confidence": "unresolved",
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+    },
+    {
+      "dw_sku": "DWSS-72691",
+      "vendor": "Sandberg",
+      "mfr_sku": "P809-38",
+      "flagged_pattern": "Alva forest green sample",
+      "match_confidence": "unresolved",
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+    },
+    {
+      "dw_sku": "DWSS-72692",
+      "vendor": "Sandberg",
+      "mfr_sku": "P811-18",
+      "flagged_pattern": "Margareta garden green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72693",
+      "vendor": "Sandberg",
+      "mfr_sku": "P811-21",
+      "flagged_pattern": "Margareta sandstone Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72694",
+      "vendor": "Sandberg",
+      "mfr_sku": "P811-26",
+      "flagged_pattern": "Margareta powder blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72695",
+      "vendor": "Sandberg",
+      "mfr_sku": "P812-18",
+      "flagged_pattern": "Lisabet garden green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72696",
+      "vendor": "Sandberg",
+      "mfr_sku": "P812-21",
+      "flagged_pattern": "Lisabet sandstone Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72697",
+      "vendor": "Sandberg",
+      "mfr_sku": "P812-26",
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+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72698",
+      "vendor": "Sandberg",
+      "mfr_sku": "P813-19",
+      "flagged_pattern": "Karin wheat Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72699",
+      "vendor": "Sandberg",
+      "mfr_sku": "P813-36",
+      "flagged_pattern": "Karin misty blue Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72700",
+      "vendor": "Sandberg",
+      "mfr_sku": "P813-38",
+      "flagged_pattern": "Karin forest green Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72701",
+      "vendor": "Sandberg",
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+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72702",
+      "vendor": "Sandberg",
+      "mfr_sku": "P814-22",
+      "flagged_pattern": "Anton honey sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72703",
+      "vendor": "Sandberg",
+      "mfr_sku": "P814-38",
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+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72708",
+      "vendor": "Sandberg",
+      "mfr_sku": "P825-22",
+      "flagged_pattern": "Rio mustard sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72712",
+      "vendor": "Sandberg",
+      "mfr_sku": "P826-37",
+      "flagged_pattern": "Estelle teal sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72716",
+      "vendor": "Sandberg",
+      "mfr_sku": "P827-32",
+      "flagged_pattern": "Eden oat sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72717",
+      "vendor": "Sandberg",
+      "mfr_sku": "P827-41",
+      "flagged_pattern": "Eden sandstone sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72718",
+      "vendor": "Sandberg",
+      "mfr_sku": "P827-88",
+      "flagged_pattern": "Eden juniper sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72719",
+      "vendor": "Sandberg",
+      "mfr_sku": "P828-03",
+      "flagged_pattern": "Otis coral sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72720",
+      "vendor": "Sandberg",
+      "mfr_sku": "P828-09",
+      "flagged_pattern": "Otis graphite sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72721",
+      "vendor": "Sandberg",
+      "mfr_sku": "P829-21",
+      "flagged_pattern": "Lillie sandstone sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
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+    },
+    {
+      "dw_sku": "DWSS-72722",
+      "vendor": "Sandberg",
+      "mfr_sku": "P829-24",
+      "flagged_pattern": "Lillie blush sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72723",
+      "vendor": "Sandberg",
+      "mfr_sku": "P829-38",
+      "flagged_pattern": "Lillie garden green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72724",
+      "vendor": "Sandberg",
+      "mfr_sku": "P829-46",
+      "flagged_pattern": "Lillie indigo blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72725",
+      "vendor": "Sandberg",
+      "mfr_sku": "P830-26",
+      "flagged_pattern": "Charlotta sky blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72726",
+      "vendor": "Sandberg",
+      "mfr_sku": "P830-28",
+      "flagged_pattern": "Charlotta spring green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72727",
+      "vendor": "Sandberg",
+      "mfr_sku": "P830-66",
+      "flagged_pattern": "Charlotta petrol sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72729",
+      "vendor": "Sandberg",
+      "mfr_sku": "P831-28",
+      "flagged_pattern": "Sophie spring green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72730",
+      "vendor": "Sandberg",
+      "mfr_sku": "P831-36",
+      "flagged_pattern": "Sophie indigo blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72735",
+      "vendor": "Sandberg",
+      "mfr_sku": "P833-28",
+      "flagged_pattern": "Hedvig garden green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72736",
+      "vendor": "Sandberg",
+      "mfr_sku": "P833-32",
+      "flagged_pattern": "Hedvig honey sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72738",
+      "vendor": "Sandberg",
+      "mfr_sku": "P834-18",
+      "flagged_pattern": "Maria spring green sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72739",
+      "vendor": "Sandberg",
+      "mfr_sku": "P834-31",
+      "flagged_pattern": "Maria sandstone sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72740",
+      "vendor": "Sandberg",
+      "mfr_sku": "P834-36",
+      "flagged_pattern": "Maria indigo blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72742",
+      "vendor": "Sandberg",
+      "mfr_sku": "P835-24",
+      "flagged_pattern": "Emil blush sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72746",
+      "vendor": "Sandberg",
+      "mfr_sku": "P836-56",
+      "flagged_pattern": "Ragnvi indigo blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72748",
+      "vendor": "Sandberg",
+      "mfr_sku": "P837-26",
+      "flagged_pattern": "Elin misty blue sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWSS-72765",
+      "vendor": "Sandberg",
+      "mfr_sku": "P901-01",
+      "flagged_pattern": "Louis(border) Sample",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202058",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17002",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202061",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17006",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202064",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17014",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202065",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17015",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202066",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17019",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWRC-202067",
+      "vendor": "Roberto Cavalli Wallpaper",
+      "mfr_sku": "rc17020",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
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+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "W577/01",
+      "vendor": "Romo",
+      "mfr_sku": "W577/01",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "W464/13",
+      "vendor": "Romo",
+      "mfr_sku": "W464/13",
+      "flagged_pattern": "",
+      "match_confidence": "exact",
+      "matched_pattern": "Raya Silk Embossed",
+      "matched_color": "Azure",
+      "sourced_cost": 143.85,
+      "computed_price": 260.36,
+      "price_basis": "cost/0.65/0.85"
+    },
+    {
+      "dw_sku": "DWHG-1000-SAMPLE",
+      "vendor": "Hygge & West",
+      "mfr_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-SKY",
+      "flagged_pattern": "Back to the Future",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWHG-1001",
+      "vendor": "Hygge & West",
+      "mfr_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-DENIM",
+      "flagged_pattern": "Back to the Future",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-BLACK",
+      "vendor": "Hygge & West",
+      "mfr_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-BLACK",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-RED",
+      "vendor": "Hygge & West",
+      "mfr_sku": "BACK-TO-THE-FUTURE-HILL-VALLEY-WALLPAPER-RED",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "ET-BE-GOOD-WALLPAPER-MIDNIGHT",
+      "vendor": "Hygge & West",
+      "mfr_sku": "ET-BE-GOOD-WALLPAPER-MIDNIGHT",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "ET-BE-GOOD-WALLPAPER-DUSK",
+      "vendor": "Hygge & West",
+      "mfr_sku": "ET-BE-GOOD-WALLPAPER-DUSK",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "JAWS-AMITY-WALLPAPER-SKY",
+      "vendor": "Hygge & West",
+      "mfr_sku": "JAWS-AMITY-WALLPAPER-SKY",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "JAWS-AMITY-WALLPAPER-INK",
+      "vendor": "Hygge & West",
+      "mfr_sku": "JAWS-AMITY-WALLPAPER-INK",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "COPY-OF-JAWS-AMITY-WALLPAPER-INDIGO",
+      "vendor": "Hygge & West",
+      "mfr_sku": "COPY-OF-JAWS-AMITY-WALLPAPER-INDIGO",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "JAWS-AMITY-WALLPAPER-BLUSH",
+      "vendor": "Hygge & West",
+      "mfr_sku": "JAWS-AMITY-WALLPAPER-BLUSH",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001679",
+      "vendor": "NLXL",
+      "mfr_sku": "1001705",
+      "flagged_pattern": "Nizwa",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001680",
+      "vendor": "NLXL",
+      "mfr_sku": "1001706",
+      "flagged_pattern": "Nizwa",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001681",
+      "vendor": "NLXL",
+      "mfr_sku": "1001707",
+      "flagged_pattern": "Nizwa",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001686",
+      "vendor": "NLXL",
+      "mfr_sku": "1001712",
+      "flagged_pattern": "Witmore Diamond Webbing",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001713",
+      "vendor": "NLXL",
+      "mfr_sku": "1001739",
+      "flagged_pattern": "Walter Wainscotting",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001714",
+      "vendor": "NLXL",
+      "mfr_sku": "mrv-23ls",
+      "flagged_pattern": "Walter Wainscotting",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001715",
+      "vendor": "NLXL",
+      "mfr_sku": "MRV-24",
+      "flagged_pattern": "Walter Wainscotting",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001716",
+      "vendor": "NLXL",
+      "mfr_sku": "MRV-25 WHITE GOLD",
+      "flagged_pattern": "Walter Wainscotting",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWC-1001798",
+      "vendor": "NLXL",
+      "mfr_sku": "1001830",
+      "flagged_pattern": "Samantha Square Webbing",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWJS-14580",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "TL1925",
+      "flagged_pattern": "Herve Red & Blue Multi",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWJS-17217",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "TC2646",
+      "flagged_pattern": "Hannah Coral Hawthorne Coral & Cream Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWJS-14674",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "CL2572",
+      "flagged_pattern": "Ludovic Black Liquid Ivory & Charcoal Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWJS-15863",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "RP7301",
+      "flagged_pattern": "Marlette Menagerie Rust Wallcoveri Rust Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWJS-16382",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "HO2168",
+      "flagged_pattern": "Sherman Shirting Cream & Sand Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "",
+      "vendor": "Jeffrey Stevens",
+      "mfr_sku": "",
+      "flagged_pattern": "",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503280",
+      "vendor": "Malibu",
+      "mfr_sku": "da61204",
+      "flagged_pattern": "Masaccio Ground",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503280",
+      "vendor": "Malibu",
+      "mfr_sku": "da61204",
+      "flagged_pattern": "Hiding Tigers",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503300",
+      "vendor": "Malibu",
+      "mfr_sku": "CN31304-2",
+      "flagged_pattern": "Masaccio Ground",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503300",
+      "vendor": "Malibu",
+      "mfr_sku": "CN31304-2",
+      "flagged_pattern": "Charleston Trellis Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503320",
+      "vendor": "Malibu",
+      "mfr_sku": "jb20204",
+      "flagged_pattern": "Saratoga",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-503320",
+      "vendor": "Malibu",
+      "mfr_sku": "jb20204",
+      "flagged_pattern": "Trail Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-502880",
+      "vendor": "Zoffany",
+      "mfr_sku": "313114",
+      "flagged_pattern": "Papaver Stripe Tuscan Pink/Nimbus Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-80658",
+      "vendor": "Scalamandre Fabrics",
+      "mfr_sku": "S7ATTC-003",
+      "flagged_pattern": "TUNDAR BLANKET",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-502830",
+      "vendor": "Farrow & Ball",
+      "mfr_sku": "PURNONBP",
+      "flagged_pattern": "Purnon Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWWC-507900",
+      "vendor": "Studio Ditte",
+      "mfr_sku": "90876",
+      "flagged_pattern": "Bird wallpaper blue & gold Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWKK-143827",
+      "vendor": "Threads",
+      "mfr_sku": "EW15005_905",
+      "flagged_pattern": "Whistler",
+      "match_confidence": "review",
+      "matched_pattern": "Whistler",
+      "matched_color": "(multi-cost pattern)",
+      "sourced_cost_range": [
+        17.95,
+        31.95
+      ],
+      "computed_price_range": [
+        17.95,
+        31.95
+      ],
+      "price_basis": "MAP",
+      "rule": "B: pattern has >1 distinct cost"
+    },
+    {
+      "dw_sku": "DWWC-500460",
+      "vendor": "Rebel Studio",
+      "mfr_sku": "16211",
+      "flagged_pattern": "The Swedish Forest Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWKK-128016",
+      "vendor": "Clarke And Clarke",
+      "mfr_sku": "W0187/01.CAC.0",
+      "flagged_pattern": "Mombasa",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "1436006",
+      "vendor": "Contrado",
+      "mfr_sku": "SHOPPER-BAGS",
+      "flagged_pattern": "Shopper Bags",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    }
+  ]
+}
\ No newline at end of file

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