|
import json |
|
|
|
import datasets |
|
|
|
_DESCRIPTION = "Recipes scraped from ICA.se" |
|
|
|
_TRAIN_DOWNLOAD_URL = "./ica.json" |
|
|
|
|
|
difficulty_translations = { |
|
"Enkel": "easy", |
|
"Medel": "medium", |
|
"Avancerad": "hard", |
|
} |
|
|
|
|
|
difficulties = ["easy", "medium", "hard"] |
|
|
|
|
|
class Recept(datasets.GeneratorBasedBuilder): |
|
def _info(self): |
|
return datasets.DatasetInfo( |
|
description=_DESCRIPTION, |
|
features=datasets.Features( |
|
{ |
|
"id": datasets.Value("int32"), |
|
"title": datasets.Value("string"), |
|
"preamble": datasets.Value("string"), |
|
"url": datasets.Value("string"), |
|
"cooking_time": datasets.Value("string"), |
|
"difficulty": datasets.ClassLabel(names=difficulties), |
|
"categories": datasets.Sequence(datasets.Value("string")), |
|
"rating": datasets.Value("float32"), |
|
"reviews": datasets.Value("int32"), |
|
"instructions": datasets.Sequence(datasets.Value("string")), |
|
"ingredients": datasets.Sequence( |
|
{ |
|
"heading": datasets.Value("string"), |
|
"list": datasets.Sequence( |
|
{ |
|
"name": datasets.Value("string"), |
|
"amount": datasets.Value("string"), |
|
} |
|
), |
|
} |
|
), |
|
"nutrition": { |
|
"energy": datasets.Value("string"), |
|
"fat": datasets.Value("string"), |
|
"salt": datasets.Value("string"), |
|
"carbohydrates": datasets.Value("string"), |
|
"protein": datasets.Value("string"), |
|
}, |
|
} |
|
), |
|
) |
|
|
|
def _split_generators(self, dl_manager): |
|
train_path = dl_manager.download_and_extract(_TRAIN_DOWNLOAD_URL) |
|
return [ |
|
datasets.SplitGenerator( |
|
name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_path} |
|
), |
|
] |
|
|
|
def _generate_examples(self, filepath): |
|
with open(filepath, encoding="utf8") as file: |
|
for row in file: |
|
recipe = json.loads(row) |
|
difficulty = recipe.get("difficulty") |
|
if difficulty is not None: |
|
difficulty = difficulties.index(difficulty_translations[difficulty]) |
|
|
|
ingredient_sections = [] |
|
|
|
for section in recipe["ingredients"]: |
|
ingredients = [] |
|
for ingredient in section["list"]: |
|
ingredients.append( |
|
{ |
|
"name": ingredient["ingr"], |
|
"amount": ingredient["qty"], |
|
} |
|
) |
|
ingredient_sections.append( |
|
{ |
|
"heading": section["heading"], |
|
"list": ingredients, |
|
} |
|
) |
|
|
|
nutrition = recipe["nutrition"] |
|
|
|
yield recipe["id"], { |
|
"id": recipe["id"], |
|
"title": recipe["title"], |
|
"preamble": recipe["preamble"], |
|
"url": recipe["absoluteUrl"], |
|
"cooking_time": recipe.get("cookingTime"), |
|
"difficulty": difficulty, |
|
"categories": recipe["categories"], |
|
"rating": recipe["rating"]["averageRating"], |
|
"reviews": recipe["rating"]["numberOfVotes"], |
|
"instructions": recipe["instructions"], |
|
"ingredients": ingredient_sections, |
|
"nutrition": { |
|
"energy": nutrition.get("energy"), |
|
"fat": nutrition.get("fat"), |
|
"salt": nutrition.get("salt"), |
|
"carbohydrates": nutrition.get("carbohydrates"), |
|
"protein": nutrition.get("protein"), |
|
}, |
|
} |
|
|
