code/validation/phase2_validation.json

{
  "row_count": {
    "input": 4440,
    "output": 4440,
    "pass": true
  },
  "original_columns_preserved": {
    "missing": [],
    "pass": true
  },
  "new_columns_added": {
    "expected": [
      "brand_norm",
      "core_title",
      "fat_level",
      "fat_percentage",
      "flavour",
      "formulation",
      "identity_hash",
      "is_gluten_free",
      "is_lactose_free",
      "is_naturally_simple",
      "is_organic",
      "is_peanut_free",
      "is_plant_based",
      "is_reduced_sodium",
      "is_sugar_free",
      "is_unsalted",
      "product_line",
      "variant_attributes"
    ],
    "actual": [
      "brand_norm",
      "core_title",
      "fat_level",
      "fat_percentage",
      "flavour",
      "formulation",
      "identity_hash",
      "is_gluten_free",
      "is_lactose_free",
      "is_naturally_simple",
      "is_organic",
      "is_peanut_free",
      "is_plant_based",
      "is_reduced_sodium",
      "is_sugar_free",
      "is_unsalted",
      "product_line",
      "variant_attributes"
    ],
    "missing": [],
    "pass": true
  },
  "brand_norm": {
    "unique_values": [
      "Compliments",
      "Sensations"
    ],
    "pass": true
  },
  "product_line": {
    "unique_values": [
      "Balance",
      "Core",
      "Green",
      "Little Ones",
      "Naturally Simple",
      "Organic",
      "Sensations"
    ],
    "pass": true
  },
  "fat_level": {
    "valid_values": [
      "fat_free",
      "reduced_fat",
      "regular"
    ],
    "actual_values": [
      "fat_free",
      "reduced_fat",
      "regular"
    ],
    "invalid": [],
    "pass": true
  },
  "identity_flags_boolean": {
    "pass": true
  },
  "core_title": {
    "empty_count": 0,
    "pass": "True"
  },
  "identity_hash": {
    "empty_count": 0,
    "pass": "True"
  },
  "external_id_uniqueness": {
    "duplicate_count": 0,
    "pass": "True"
  },
  "overall": {
    "result": "PASS"
  }
}