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@app.route("/tag", methods=['GET', 'POST']) | |
def tag(): | |
content = request.get_json(silent=True) | |
if len(content) > 50: | |
return abort(400) | |
tokens = map(nltk.word_tokenize, content) | |
tagged_tokens = map(nltk.pos_tag, tokens) | |
for_feature = pre_feature(tagged_tokens) | |
with_feature = map(feature_extractor, for_feature) | |
flattened_with_feature = [item for sublist in with_feature for item in sublist] |
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{ | |
"tagged_tokens": [ | |
[ | |
{ | |
"tag": "QTY", | |
"token": "8" | |
}, | |
{ | |
"tag": "UNIT", | |
"token": "ounces" |
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[ | |
"8 ounces uncooked elbow macaroni", | |
"2 cups shredded sharp Cheddar cheese", | |
"1/2 cup grated Parmesan cheese", | |
"3 cups milk", | |
"1/4 cup butter", | |
"2 1/2 tablespoons all-purpose flour", | |
"2 tablespoons butter", | |
"1/2 cup bread crumbs", | |
"1 pinch paprika" |
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QTY w[0]=7-8 w[1]=pakal w[2]=fish w[0]|w[1]=7-8|pakal pos[0]=JJ pos[1]=NN pos[2]=NN pos[0]|pos[1]=JJ|NN pos[1]|pos[2]=NN|NN pos[0]|pos[1]|pos[2]=JJ|NN|NN __BOS__ | |
NAME w[-1]=7-8 w[0]=pakal w[1]=fish w[-1]|w[0]=7-8|pakal w[0]|w[1]=pakal|fish pos[-1]=JJ pos[0]=NN pos[1]=NN pos[-1]|pos[0]=JJ|NN pos[0]|pos[1]=NN|NN pos[-1]|pos[0]|pos[1]=JJ|NN|NN | |
NAME w[-2]=7-8 w[-1]=pakal w[0]=fish w[-1]|w[0]=pakal|fish pos[-2]=JJ pos[-1]=NN pos[0]=NN pos[-2]|pos[-1]=JJ|NN pos[-1]|pos[0]=NN|NN pos[-2]|pos[-1]|pos[0]=JJ|NN|NN __EOS__ | |
QTY w[0]=1 w[1]=teaspoon w[2]=turmeric w[0]|w[1]=1|teaspoon pos[0]=CD pos[1]=NN pos[2]=JJ pos[0]|pos[1]=CD|NN pos[1]|pos[2]=NN|JJ pos[0]|pos[1]|pos[2]=CD|NN|JJ __BOS__ | |
UNIT w[-1]=1 w[0]=teaspoon w[1]=turmeric w[2]=powder w[-1]|w[0]=1|teaspoon w[0]|w[1]=teaspoon|turmeric pos[-1]=CD pos[0]=NN pos[1]=JJ pos[2]=NN pos[-1]|pos[0]=CD|NN pos[0]|pos[1]=NN|JJ pos[1]|pos[2]=JJ|NN pos[-1]|pos[0]|pos[1]=CD|NN|JJ pos[0]|pos[1]|pos[2]=NN|JJ|NN | |
NAME w[-2]=1 w[-1]=teaspoon w[0]=turmeric w[1]=powder w[-1]|w[0]=teaspoo |
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token | pos | label | |
---|---|---|---|
7-8 | JJ | QTY | |
pakal | NN | NAME | |
fish | NN | NAME | |
1 | CD | QTY | |
teaspoon | NN | UNIT | |
turmeric | JJ | NAME | |
powder | NN | NAME | |
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token | pos | label | |
---|---|---|---|
7-8 | JJ | XXX | |
pakal | NN | XXX | |
fish | NN | XXX | |
1 | CD | XXX | |
teaspoon | NN | XXX | |
turmeric | JJ | XXX | |
powder | NN | XXX | |
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{ | |
"url": "http://allrecipes.co.in/recipe/12227/pakal-fish-curry.aspx", | |
"ingredients": [ | |
"7-8 pakal fish", | |
"1 teaspoon turmeric powder", | |
"as needed salt", | |
"2 tablespoon mustard oil", | |
"a pinch black cumin seeds/powder", | |
"2 tablespoon onion, sliced", | |
"1/2 teaspoon ginger paste", |
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import sys | |
import nltk | |
import json | |
for line in sys.stdin: | |
data = json.loads(line) | |
for ingredient in data['ingredients']: | |
tokens = nltk.word_tokenize(ingredient.strip()) | |
tagged_tokens = nltk.pos_tag(tokens) | |
for token, pos in tagged_tokens: |