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doucument explanation.txt
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doucument explanation.txt
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Recipe 1M的数据说明：
1、det_ingrs.json 对于一个菜谱的id输出食材以及哪些食材是有用的
{
"valid":
[true, true, true, true, true, true, true, true, true, true],
"id": "0000631d90",
"ingredients":
[
{"text": "shredded coconut"},
{"text": "lean ground beef"},
{"text": "fresh garlic"},
{"text": "salt and black pepper"},
{"text": "lemon juice"},
{"text": "soy sauce"},
{"text": "cornstarch"},
{"text": "pineapple chunks"},
{"text": "mandarin oranges"},
{"text": "cashew nuts"}
]
}
2、layer1.json
{
"ingredients":
[
{"text": "6 ounces penne"},
{"text": "2 cups Beechers Flagship Cheese Sauce (recipe follows)"},
{"text": "1 ounce Cheddar, grated (1/4 cup)"},
{"text": "1 ounce Gruyere cheese, grated (1/4 cup)"},
{"text": "1/4 to 1/2 teaspoon chipotle chili powder (see Note)"},
{"text": "1/4 cup (1/2 stick) unsalted butter"},
{"text": "1/3 cup all-purpose flour"},
{"text": "3 cups milk"},
{"text": "14 ounces semihard cheese (page 23),
grated (about 3 1/2 cups)"},
{"text": "2 ounces semisoft cheese (page 23), grated (1/2 cup)"},
{"text": "1/2 teaspoon kosher salt"},
{"text": "1/4 to 1/2 teaspoon chipotle chili powder"},
{"text": "1/8 teaspoon garlic powder"},
{"text": "(makes about 4 cups)"}
],
"url": "http://www.epicurious.com/recipes/food/views/-world-s-best-mac-and-cheese-387747",
"partition": "train",
"title": "Worlds Best Mac and Cheese",
"id": "000018c8a5",
"instructions":
[
{"text":
"Preheat the oven to 350 F. Butter or oil an 8-inch baking dish."},
{"text": "Cook the penne 2 minutes less than package directions."},
{"text": "(It will finish cooking in the oven.)"},
{"text": "Rinse the pasta in cold water and set aside."},
{"text": "Combine the cooked pasta and the sauce in a medium bowl and mix carefully but thoroughly."},
{"text": "Scrape the pasta into the prepared baking dish."},
{"text": "Sprinkle the top with the cheeses and then the chili powder."},
{"text": "Bake, uncovered, for 20 minutes."},
{"text": "Let the mac and cheese sit for 5 minutes before serving."},
{"text": "Melt the butter in a heavy-bottomed saucepan over medium heat and whisk in the flour."},
{"text": "Continue whisking and cooking for 2 minutes."},
{"text": "Slowly add the milk, whisking constantly."},
{"text": "Cook until the sauce thickens, about 10 minutes, stirring frequently."},
{"text": "Remove from the heat."},
{"text": "Add the cheeses, salt, chili powder, and garlic powder."},
{"text": "Stir until the cheese is melted and all ingredients are incorporated, about 3 minutes."},
{"text": "Use immediately, or refrigerate for up to 3 days."},
{"text": "This sauce reheats nicely on the stove in a saucepan over low heat."},
{"text": "Stir frequently so the sauce doesnt scorch."},
{"text": "This recipe can be assembled before baking and frozen for up to 3 monthsjust be sure to use a freezer-to-oven pan and increase the baking time to 50 minutes."},
{"text": "One-half teaspoon of chipotle chili powder makes a spicy mac, so make sure your family and friends can handle it!"},
{"text": "The proportion of pasta to cheese sauce is crucial to the success of the dish."},
{"text": "It will look like a lot of sauce for the pasta, but some of the liquid will be absorbed."}
]
},
3、layer2.json
{
"id":"01b32004fb",
"images":
[
{"id":"1ab301aec3.jpg","url":"https:\/\/img-global.cpcdn.com\/001_recipes\/47930197\/0x0\/photo.jpg"},
{"id":"42c5f0770c.jpg","url":"https:\/\/img-global.cpcdn.com\/001_photo_reports\/5291695499378688\/0x0\/photo.jpg"}
]
},
4、layer_merge的结果
{
'ingredients':
[
{'text': 'creamy peanut butter'},
{'text': 'Crisco shortening'},
{'text': 'light brown sugar'},
{'text': 'milk'},
{'text': 'vanilla'},
{'text': 'egg'},
{'text': 'flour'},
{'text': 'salt'},
{'text': 'baking soda'}
],
'url': 'http://www.food.com/recipe/irresistible-peanut-butter-cookies-210312',
'partition': 'val',
'title': 'Irresistible Peanut Butter Cookies',
'id': '0006354bc3',
'instructions':
[
{'text': 'Combine peanut butter, Crisco, brown sugar, milk, and vanilla in a large bowl.'},
{'text': 'Beat at medium speed until well blended.'},
{'text': 'Add egg and beat just until blended.'},
{'text': 'Mix in the flour, salt, and baking soda at low speed and mix just till blended.'},
{'text': 'Drop by heaping teaspoonfuls about 2" apart onto an ungreased sheet.'},
{'text': 'Flatten slightly in crisscross pattern with tines of a floured fork.'},
{'text': 'Bake at 375 degrees for 7-8 minutes or until set and just beginning to brown.'},
{'text': 'Cool for 2 minutes on the sheet before removing.'}
],
'images':
[
{
'id': '7027a5c4f9.jpg',
'url': 'http://img.sndimg.com/food/image/upload/w_512,h_512,c_fit,fl_progressive,q_95/v1/img/recipes/21/03/12/pics2duVm.jpg'
},
{'id': 'fff3e1751a.jpg',
'url': 'http://img.sndimg.com/food/image/upload/w_512,h_512,c_fit,fl_progressive,q_95/v1/img/recipes/21/03/12/picrPS1es.jpg'
}
],
'valid': [True, True, True, True, True, True, True, True, True]
}
4、titles1m.txt将layer_merge中的title存下来
Sweet Biscuit Wreath Midnight Mashed Potatoes Tropical Banana
5、bigrams1m.pkl 从4中选择两个单词一个tuple，后面是出现的词频
(“fuck1”，“fuck2”) 206
6、tokenized_instructions_train.txt 将ingredients中valid有用的附在他的instructions中
Preheat the oven to 350 F . Butter or oil an 8-inch baking dish . Cook the penne 2 minutes less than package directions . ( It will finish cooking in the oven . ) Rinse the pasta in cold water and set aside . Combine the cooked pasta and the sauce in a medium bowl and mix carefully but thoroughly . Scrape the pasta into the prepared baking dish . Sprinkle the top with the cheeses and then the chili powder . Bake , uncovered , for 20 minutes . Let the mac and cheese sit for 5 minutes before serving . Melt the butter in a heavy-bottomed saucepan over medium heat and whisk in the flour . Continue whisking and cooking for 2 minutes . Slowly add the milk , whisking constantly . Cook until the sauce thickens , about 10 minutes , stirring frequently . Remove from the heat . Add the cheeses , salt , chili powder , and garlic_powder . Stir until the cheese is melted and all ingredients are incorporated , about 3 minutes . Use immediately , or refrigerate for up to 3 days . This sauce reheats nicely on the stove in a saucepan over low heat . Stir frequently so the sauce doesnt scorch . This recipe can be assembled before baking and frozen for up to 3 monthsjust be sure to use a freezer-to-oven pan and increase the baking time to 50 minutes . One-half teaspoon of chipotle chili powder makes a spicy mac , so make sure your family and friends can handle it ! The proportion of pasta to cheese_sauce is crucial to the success of the dish . It will look like a lot of sauce for the pasta , but some of the liquid will be absorbed .
Cook macaroni according to package directions ; drain well . Cold . Combine macaroni , cheese cubes , celery , green pepper and pimento . Blend together mayonnaise or possibly salad dressing , vinegar , salt and dill weed ; add in to macaroni mix . Toss lightly . Cover and refrigeratewell . Serve salad in lettuce lined bowl if you like . Makes 6 servings .
Add the tomatoes to a food processor with a pinch of salt and puree until smooth . Combine the onions , bell peppers and cucumbers with the tomato puree in a large bowl . Chill at least 1 hour . Drizzle with olive_oil , garnish with chopped basil and serve .
Dissolve Jello in boiling_water . Allow to cool to room temp . Whisk in Cool_Whip . Fold in watermelon . Spoon into crust . Chill for 2-3 hours or overnight . Yum !
In a large skillet , toast the coconut over medium heat , until golden and crisp ; set aside . Brown ground beef and garlic in the same skillet ; drain well . Add salt , pepper lemon_juice and soy_sauce . In a small bowl combine the cornstarch with reserved pineapple and mandarin orange liquids ; stir well until smooth then add to ground beef and cook over medium heat for 5 mins , stirring constantly , until mixture is thickened . Stir in the pineapple and mandarin_oranges ; cook 2-3 mins , or until thoroughly heated . Serve over noodles or rice , and sprinkle with more toasted coconut and cashew_nuts .
Pierce the skin of the chicken with a fork or knife . Sprinkle with kombu tea evenly on both sides of the chicken , about 1 teaspoon per chicken thigh . Brown the skin side of the chicken first over high heat until golden brown . Sprinkle some pepper on the meat just before flipping over . Then brown the other side until golden brown .
Put ingredients in a buttered 9 x 12 x 2-inch pan in even layers in the order that they are given - DO NOT MIX . Bake in a 350 oven for 1 hour .
Layer all ingredients in a serving dish .
7、vocab.txt 所有instructions里面的单词
stand
plastic
least
two
crust
8、class1m.pkl
由两部分组成，classdict和ind2class
classdict是一个dict，里面是每一个菜谱的id对应到第几类（从1开始标号的）
ind2class是一个类对应到的菜谱的名字
9、train_keys.pkl 和 train_lmdb
每一个pkl里面是一个list，存储的是每一个数据的id
lmdb中是一个dict，key是（菜谱的id，value是编码完的instruction，ingredients，属于哪一类（即标签），图片的地址）一共四类构成