<commit_before># Lint as: python3
"""
Provides utils for qFlex.
"""

import numpy as np
import cirq
import re

def ComputeSchmidtRank(gate):

    if len(gate.qubits) == 1:
        return 1
    if len(gate.qubits) > 2:
        raise AssertionError("Not yet implemented.")

    V, S, W = np.linalg.svd(
        np.reshape(
            np.einsum('abcd->acbd', np.reshape(cirq.unitary(gate),
                                               [2, 2, 2, 2])), [4, 4]))

    return sum(S != 0)


def GetGridQubits(grid_stream):

    grid = [[y<commit_msg>format<commit_after># Lint as: python3
"""
Provides utils for qFlex.
"""

import numpy as np
import cirq
import re


def ComputeSchmidtRank(gate):

    if len(gate.qubits) == 1:
        return 1
    if len(gate.qubits) > 2:
        raise AssertionError("Not yet implemented.")

    V, S, W = np.linalg.svd(
        np.reshape(
            np.einsum('abcd->acbd', np.reshape(cirq.unitary(gate),
                                               [2, 2, 2, 2])), [4, 4]))

    return sum(S != 0)


def GetGridQubits(grid_stream):

    grid = [[y
{'fraction_non_alphanumeric': 0.13837638376383765, 'fraction_numerical': 0.02029520295202952, 'mean_word_length': 2.03072625698324, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 7, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 4, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '58440', 'n_tokens_mistral': 404, 'n_tokens_neox': 374, 'n_words': 99}