Update test6.py
Browse files
test6.py
CHANGED
@@ -3,17 +3,15 @@ import json
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import numpy
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import tarfile
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import io
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_FEATURES = datasets.Features(
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{
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"id": datasets.Value("string"),
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"prompt": datasets.Array3D(shape=(1, 77, 768), dtype="float32"),
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"
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"
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"videourl": datasets.Value("string"),
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"categories": datasets.Value("string"),
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"duration": datasets.Value("float"),
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"full_metadata": datasets.Value("string"),
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}
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)
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@@ -67,18 +65,26 @@ class FunkLoaderStream(datasets.GeneratorBasedBuilder):
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file_type = file_name.split('_')[0]
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file_id = file_name.split('_')[1].split('.')[0]
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file_ext = file_name.split('_')[1].split('.')[1]
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file_contents = tar.extractfile(file_info)
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# vis = video std; vim = video mean
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if file_type == 'txt' or file_type == 'vis' or file_type == 'vim':
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response_dict[file_id][file_type] = numpy.load(file_contents)
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elif file_type == 'jso':
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response_dict[file_id][file_type] = json.loads(file_contents)
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for key, value in response_dict.items():
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yield key, {
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"id": key,
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"metadata": value['jso'],
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"prompt": value['txt'],
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"vidmean": value['vim'],
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"vidstd": value['vis'],
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import numpy
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import tarfile
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import io
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from io import BytesIO
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_FEATURES = datasets.Features(
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{
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"id": datasets.Value("string"),
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"metadata": datasets.Value("string"),
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"prompt": datasets.Array3D(shape=(1, 77, 768), dtype="float32"),
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"vidmean": datasets.Sequence(feature=datasets.Array3D(shape=(4, 64, 64), dtype="float32")),
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"vidstd": datasets.Sequence(feature=datasets.Array3D(shape=(4, 64, 64), dtype="float32"))
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}
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)
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file_type = file_name.split('_')[0]
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file_id = file_name.split('_')[1].split('.')[0]
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file_ext = file_name.split('_')[1].split('.')[1]
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file_contents = tar.extractfile(file_info)
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if file_id not in response_dict:
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response_dict[file_id] = {}
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# vis = video std; vim = video mean
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if file_type == 'txt' or file_type == 'vis' or file_type == 'vim':
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#don't ask me why, it just works
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_tmp = BytesIO()
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_tmp.write(tar.extractfile(file_name).read())
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_tmp.seek(0)
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file_contents = _tmp
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response_dict[file_id][file_type] = numpy.load(file_contents)
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elif file_type == 'jso':
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response_dict[file_id][file_type] = json.loads(file_contents.read())
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for key, value in response_dict.items():
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yield key, {
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"id": key,
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"metadata": json.dumps(value['jso']),
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"prompt": value['txt'],
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"vidmean": value['vim'],
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"vidstd": value['vis'],
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