Add dataset loading script
Browse files- ethereum_statistics.py +26 -0
ethereum_statistics.py
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import datasets
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class EthereumStatistics(datasets.GeneratorBasedBuilder):
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def _info(self):
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return datasets.DatasetInfo(
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description="Metrics for Ethereum blocks conflict graphs using two tracers."
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)
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def _split_generators(self, dl_manager):
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urls = {
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"callTracer": "https://huggingface.co/datasets/dbiton/EthereumStatistics/raw/main/metrics_callTracer_conflict_graph.csv",
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"prestateTracer": "https://huggingface.co/datasets/dbiton/EthereumStatistics/raw/main/metrics_prestateTracer_conflict_graph.csv"
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}
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downloaded_files = dl_manager.download_and_extract(urls)
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return [
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datasets.SplitGenerator(name=datasets.Split("call_tracer"), gen_kwargs={"filepath": downloaded_files["call_tracer"]}),
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datasets.SplitGenerator(name=datasets.Split("prestate_tracer"), gen_kwargs={"filepath": downloaded_files["prestate_tracer"]}),
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]
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def _generate_examples(self, filepath):
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import csv
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with open(filepath, encoding="utf-8") as f:
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reader = csv.DictReader(f)
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for idx, row in enumerate(reader):
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yield idx, row
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