I have a huge list of dictionaries with data labeled as follows
{'id': 2,
'text': '"The hotel has many restaurants to enjoy a meal. My husband and I went to the Japanese restaurant and we only found sushi. Considering that it is an international hotel, they should have a larger variety of options.',
'label': [[0, 46, 'general services'], [47, 214, 'japanese food']]},
And I want to create the next output, split the sentence and put the label in front of it, like this.
The hotel has many restaurants to enjoy a meal , general services.
My husband and I went to the Japanese restaurant and we only found sushi. Considering that it is an international hotel, they should have a larger variety of options, japanese food
I used the code:
for x in data[2]['label']:
print(data[2]['text'][x[0]:x[1]],x[2])
But I want to generalize this, for the whole data set. I really would appreciate your help.
If you have list of dictionaries as you said in your question you can do:
data = [
{
"id": 2,
"text": "The hotel has many restaurants to enjoy a meal. My husband and I went to the Japanese restaurant and we only found sushi. Considering that it is an international hotel, they should have a larger variety of options.",
"label": [[0, 46, "general services"], [47, 214, "japanese food"]],
}
]
for d in data:
for (start, end, label) in d["label"]:
print("{}, {}".format(d["text"][start:end], label))
Prints:
The hotel has many restaurants to enjoy a meal, general services
My husband and I went to the Japanese restaurant and we only found sushi. Considering that it is an international hotel, they should have a larger variety of options., japanese food
EDIT: Alternative output:
out = []
for d in data:
for (start, end, label) in d["label"]:
out.append(
{"idx": d["id"], "label": label, "sentence": d["text"][start:end]}
)
print(out)
Prints:
[
{
"idx": 2,
"label": "general services",
"sentence": "The hotel has many restaurants to enjoy a meal",
},
{
"idx": 2,
"label": "japanese food",
"sentence": " My husband and I went to the Japanese restaurant and we only found sushi. Considering that it is an international hotel, they should have a larger variety of options.",
},
]