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SELECT 
  f.feature_id, 
  f.purpose, 
  p.product_id, 
  p.parent_product_id, 
  g.id, 
  g.code 
FROM 
  cscart_product_variation_group_features AS f 
  INNER JOIN cscart_product_variation_groups AS g ON f.group_id = g.id 
  INNER JOIN cscart_product_variation_group_products AS p ON f.group_id = p.group_id 
WHERE 
  p.product_id IN (
    1623, 1614, 1604, 1801, 1802, 1724, 1727, 
    1726, 1599, 1725, 1600, 1872, 1603, 
    1560, 1513, 1550, 1548, 1547, 1763, 
    1764, 1506, 1735, 1602, 1601, 1692, 
    1696, 1682, 1743, 1556, 1555, 1554, 
    1553
  )

Query time 0.00049

JSON explain

{
  "query_block": {
    "select_id": 1,
    "table": {
      "message": "Impossible WHERE noticed after reading const tables"
    }
  }
}