dbiton commited on
Commit
273b0b9
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1 Parent(s): ddf07f2

Add dataset loading script

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  1. ethereum_statistics.py +26 -0
ethereum_statistics.py ADDED
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+ import datasets
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+
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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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+
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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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+
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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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+
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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