benchmarks/index_creation.py [41:54]:
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        generator = np.random.default_rng(seed=1234)
        input_data = generator.random((num_elements, num_dimensions)).astype(np.float32) * 2 - 1

        if storage_data_type == voyager.StorageDataType.Float8:
            input_data = np.round(input_data * 127) / 127

        index = voyager.Index(
            space=space,
            num_dimensions=num_dimensions,
            ef_construction=ef_construction,
            M=20,
            storage_data_type=storage_data_type,
            random_seed=4321,
        )
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benchmarks/index_query.py [45:58]:
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            generator = np.random.default_rng(seed=1234)
            input_data = generator.random((num_elements, num_dimensions)).astype(np.float32) * 2 - 1

            if storage_data_type == voyager.StorageDataType.Float8:
                input_data = np.round(input_data * 127) / 127

            index = voyager.Index(
                space=space,
                num_dimensions=num_dimensions,
                ef_construction=ef_construction,
                M=20,
                storage_data_type=storage_data_type,
                random_seed=4321,
            )
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