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| import prodigy | |
| import itertools as it | |
| from prodigy.util import set_hashes | |
| from prodigy import get_stream | |
| def ranking(dataset, source): | |
| # Load your own streams from anywhere you want | |
| stream = get_stream(source) | |
| def prep_stream(stream): | |
| for ex in stream: | |
| ex['text'] = ex['instruction'] | |
| del ex['instruction'] | |
| for c1, c2 in it.combinations(ex['options'], 2): | |
| ex['options'] = [ | |
| {"id": 0, "text": c1['response']}, | |
| {"id": 1, "text": c2['response']} | |
| ] | |
| yield set_hashes(ex) | |
| return { | |
| "dataset": dataset, | |
| "view_id": "choice", | |
| "stream": prep_stream(stream), | |
| "config":{ | |
| "global_css": ".prodigy-option{font-size: 15px;}" | |
| } | |
| } | |
| def ranking(dataset, source): | |
| # Load your own streams from anywhere you want | |
| stream = get_stream(source) | |
| def prep_stream(stream): | |
| for ex in stream: | |
| ex['text'] = ex['instruction'] | |
| del ex['instruction'] | |
| yield ex | |
| return { | |
| "dataset": dataset, | |
| "view_id": "blocks", | |
| "stream": prep_stream(stream), | |
| "config":{ | |
| "global_css": ".prodigy-option{font-size: 15px;}", | |
| "blocks":[ | |
| {"view_id": "text"}, | |
| {"view_id": "text_input", "field_autofocus": True, "field_rows": 4, "field_placeholder": "Try to use 2-3 sentences to answer the question."}, | |
| ], | |
| } | |
| } |